{"id":4369,"date":"2025-11-19T12:03:54","date_gmt":"2025-11-19T12:03:54","guid":{"rendered":"https:\/\/www.sygnaturediscovery.com\/ia-generative-et-apprentissage-automatique\/"},"modified":"2026-02-16T09:13:31","modified_gmt":"2026-02-16T09:13:31","slug":"ia-generative-et-apprentissage-automatique","status":"publish","type":"page","link":"https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/computer-aided-drug-design\/ia-generative-et-apprentissage-automatique\/","title":{"rendered":"Intelligence artificielle g\u00e9n\u00e9rative et apprentissage automatique"},"content":{"rendered":"\n<div x-data='subNav({\"anchor_map\":{\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/solutions-scientifiques\\\/conception-de-medicaments-assistee-par-ordinateur\\\/bioinformatique\\\/\":\"Bioinformatique\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/analyse-de-la-cible\\\/\":\"Analyse des cibles\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/solutions-scientifiques\\\/conception-de-medicaments-assistee-par-ordinateur\\\/depistage-virtuel\\\/\":\"d\\u00e9pistage virtuel\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/conception-de-medicaments-basee-sur-la-structure\\\/\":\"Conception de m\\u00e9dicaments bas\\u00e9e sur la structure  \",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/solutions-scientifiques\\\/conception-de-medicaments-assistee-par-ordinateur\\\/ia-generative-et-apprentissage-automatique\\\/\":\"Intelligence artificielle g\\u00e9n\\u00e9rative et apprentissage automatique\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/solutions-scientifiques\\\/conception-de-medicaments-assistee-par-ordinateur\\\/conception-de-medicaments-basee-sur-des-ligands\\\/\":\"Conception de m\\u00e9dicaments bas\\u00e9e sur les ligands\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/solutions-scientifiques\\\/conception-de-medicaments-assistee-par-ordinateur\\\/conception-de-la-bibliotheque\\\/\":\"Conception de biblioth\\u00e8que\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/solutions-scientifiques\\\/conception-de-medicaments-assistee-par-ordinateur\\\/predictions-admet\\\/\":\"Pr\\u00e9diction ADMET\",\"https:\\\/\\\/www.sygnaturediscovery.com\\\/fr\\\/informatique\\\/\":\"Informatique\"}})' id=\"pegasus-subnav\" class=\"SubNav w-full text-content-tertiary \" x-on:click.away=\"mobileSubMenuOpen = false\" x-cloak style=\"\">\n    <div x-ref=\"fixedNav\" class=\"SubNav__bar w-full h-[var(--subnav-height)] z-page-header whitespace-nowrap border-t border-grey-200 container flex items-center justify-between shadow-sm\">\n\n                    <!-- Desktop Navigation (tablet and up) -->\n            <div class=\"flex items-center min-w-0 flex-1 mr-4\">\n                                    <div class=\"flex items-center gap-x-3 mr-4 sm:mr-8 pr-4 sm:pr-8 md:border-r md:border-grey-200 flex-shrink-0\">\n                        \n                                                    <a href=\"https:\/\/www.sygnaturediscovery.com\/computer-aided-drug-design\/\" class=\"wp-block-button wp-block-button is-style-back-chevron text-content-primary \">\n                                <span class=\"wp-block-button__link wp-element-button bg-ivory-300 text-content-primary rounded-full\">Conception de m\u00e9dicaments assist\u00e9e par ordinateur<\/span>\n                            <\/a>\n                                            <\/div>\n                \n                <div class=\"hidden md:block min-w-0 flex-1 overflow-hidden relative\">\n                    <div class=\"nav-container-wrapper\">\n                        <ul x-ref=\"navList\" class=\"flex flex-row items-center !m-0 !list-none gap-8 !py-4 overflow-x-auto scrollbar-hide pr-16\">\n                                                            <li class=\"!m-0 !p-0 !list-none flex-shrink-0\">\n                                    <div class=\"wp-block-button is-style-text-link\">\n                                        <a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/conception-de-medicaments-assistee-par-ordinateur\/bioinformatique\/\" class=\"wp-block-button__link wp-element-button has-text-sm-font-size px-2 whitespace-nowrap after:bg-transparent \" :class=\"currentLink === 'https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/conception-de-medicaments-assistee-par-ordinateur\/bioinformatique\/' || 'https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/conception-de-medicaments-assistee-par-ordinateur\/bioinformatique\/' === window.location.href ? 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'bg-blue-50 text-blue-700 font-medium' : ''\" x-on:click=\"mobileSubMenuOpen = false\">\n                                        Informatique\n                                    <\/a>\n                                <\/li>\n                                                    <\/ul>\n\n                                                    <div class=\"mt-10 pb-5 \">\n                                \n        <div class=\"wp-block-button SubNav__ctaButton wp-block-button btn-primary dark mb-4 sm:mb-0 rounded-full inline-flex\">\n            <a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/contact\/\">Entrer en contact<\/a>\n        <\/div>\n        \n                            <\/div>\n                                            <\/div>\n                <\/div>\n            <\/div>\n            <\/div>\n<\/div><section class=\"Pegasus__Container w-full   lg:relative lg:h-relative has-full-height-lg md:relative md:h-relative has-full-height-md relative h-fit  text-content-dark mobile-stacking-standard   banner-video -content-left -buttons is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\" --height-lg-relative: 100%; --height-md-relative: 100%;  padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t<div class=\"row-background absolute w-full bottom-0 left-0 z-0 h-full \" style=\"background-color:#f9f2e8;\">\n<\/div>\n\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-center  container\">\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-b98cb522 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-bottom is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-176c6c22 wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--20)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-align-left is-style-tag has-content-tertiary-color has-text-color has-link-color has-tag-style wp-elements-d5b0f3d68ff95b2254c06355018d5c2a wp-block-paragraph\" style=\"padding-bottom:var(--wp--preset--spacing--30);font-style:normal;font-weight:600;--paragraph-dot-color:#005de5\">solutions scientifiques | CAAD<\/p>\n\n\n\n<h1 class=\"wp-block-heading has-content-primary-color has-text-color has-link-color has-text-4-xl-font-size wp-elements-afe6bd3b8544598c70835761667de069\" style=\"margin-bottom:var(--wp--preset--spacing--30);font-style:normal;font-weight:400\">Intelligence artificielle g\u00e9n\u00e9rative et apprentissage automatique<\/h1>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-base-font-size wp-elements-1e84aa0c0207f2a591543bac35f63a35 wp-block-paragraph\" style=\"margin-bottom:var(--wp--preset--spacing--45);line-height:1.4\">Nous combinons la conception pilot\u00e9e par l\u2019IA et la mod\u00e9lisation pr\u00e9dictive avec une collaboration pratique pour vous aider \u00e0 d\u00e9couvrir plus rapidement de meilleurs candidats m\u00e9dicaments, en transformant des donn\u00e9es complexes en informations claires.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-2e73da63 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill is-style-fill--1\" modaltype=\"side-inset\" data-pegasus-modal=\"Modal--side-inset\"><a class=\"wp-block-button__link has-white-color has-aqua-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/formulaire-de-discussion-de-projet-modal\/\" style=\"padding-right:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--20)\">Entrer en contact<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-28462c10 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width has-overlay w-full\" style=\"\">\n            \n                                    <picture><source srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-300x144.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-768x369.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-1024x492.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-1536x737.webp 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-640x307.webp 640w\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"Visualisation de la structure mol\u00e9culaire 3D utilis\u00e9e dans la conception de m\u00e9dicaments assist\u00e9e par ordinateur, repr\u00e9sentant les approches bas\u00e9es sur la structure et sur les ligands pour la mod\u00e9lisation pr\u00e9dictive dans la d\u00e9couverte de m\u00e9dicaments.\" loading=\"eager\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model.png\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-300x144.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-768x369.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-1024x492.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-1536x737.webp 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/computer-aided-drug-design-molecular-model-640x307.webp 640w\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-top:var(--wp--preset--spacing--70);padding-bottom:var(--wp--preset--spacing--90); \" id=\"how-it-works\">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t<div class=\"row-background absolute w-full bottom-0 left-0 z-0 h-full has-ivory-300-background-color\" style=\"\">\n<\/div>\n\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8904fc3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:23.8%\"><section class=\"Pegasus__Container w-full   sticky top-0 relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow wp-container-2 is-position-sticky\" style=\"   \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-b5580a65 wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"is-style-tag has-text-color has-link-color has-tag-style wp-elements-0dcc07c5e94e4d5ff4613f0c570dd618 wp-block-paragraph\" style=\"color:#00102480;padding-right:0;padding-left:0;--paragraph-dot-color:#005de5\">intelligence artificielle g\u00e9n\u00e9rative et apprentissage automatique<\/p>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:74.58%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h2 class=\"wp-block-heading has-text-4-xl-font-size\" style=\"margin-bottom:var(--wp--preset--spacing--45)\">L\u2019IA transforme la d\u00e9couverte de m\u00e9dicaments, et chez Sygnature Discovery, elle est int\u00e9gr\u00e9e \u00e0 chaque \u00e9tape de nos processus de d\u00e9couverte de m\u00e9dicaments.<\/h2>\n\n\n\n<p class=\"has-text-base-font-size wp-block-paragraph\" style=\"padding-bottom:var(--wp--preset--spacing--20)\">Nous l\u2019utilisons pour l\u2019exploration de donn\u00e9es \u00e0 grande \u00e9chelle et l\u2019analyse de la litt\u00e9rature, la conception g\u00e9n\u00e9rative explorant de vastes espaces chimiques, la mod\u00e9lisation de l\u2019homologie des prot\u00e9ines, les mod\u00e8les d\u2019apprentissage automatique guidant l\u2019optimisation multiparam\u00e9trique et le profilage ADMET pr\u00e9dictif. Notre plateforme bas\u00e9e sur l\u2019IA \u00e9volue en permanence, int\u00e9grant les technologies \u00e9mergentes pour \u00e9tendre nos capacit\u00e9s scientifiques et renforcer notre position de partenaire CRO de confiance. <\/p>\n\n\n\n<p class=\"has-text-base-font-size wp-block-paragraph\" style=\"padding-bottom:var(--wp--preset--spacing--20)\">Nous combinons technologies de pointe et science collaborative pour vous aider \u00e0 passer de l\u2019id\u00e9e au candidat plus rapidement et avec une plus grande confiance.<\/p>\n\n\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-top:var(--wp--preset--spacing--60);padding-right:var(--wp--preset--spacing--10);padding-left:var(--wp--preset--spacing--10); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n<section x-data=\"PegasusMediaBlock\" class=\"Media original has-aspect-ratio aspect-59x35 has-overlay shrink-0\" style=\"\">\n            \n                                    <picture><source srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-300x169.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-768x432.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-1024x576.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-1536x864.webp 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-640x360.webp 640w\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1440\" class=\"image-original \" alt=\"Diagram showing integration of AI into drug discovery workflows, highlighting benefits such as reduced time to candidate selection, systematic MPO optimization, predictive modeling, and exploitation of chemical space.\" loading=\"eager\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-scaled.webp\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-300x169.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-768x432.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-1024x576.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-1536x864.webp 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-driven-drug-discovery-workflow-benefits-640x360.webp 640w\"><\/source><\/picture>\n\n                \n            <\/section>\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h2 class=\"wp-block-heading has-text-4-xl-font-size\">D\u00e9couverte de m\u00e9dicaments gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative chez Sygnature<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Nous avons d\u00e9velopp\u00e9 SygDesign, notre outil propri\u00e9taire de conception de compos\u00e9s bas\u00e9 sur l\u2019IA, afin d\u2019acc\u00e9l\u00e9rer les programmes d\u2019identification et d\u2019optimisation de compos\u00e9s candidats. SygDesign permet aux chimistes de concevoir et d\u2019\u00e9valuer leurs id\u00e9es en temps r\u00e9el sur une plateforme cloud intuitive et s\u00e9curis\u00e9e. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><a href=\"https:\/\/www.sygnaturediscovery.com\/drug-discovery\/computer-aided-drug-design\/artificial-intelligence-ai\/artificial-intelligence-case-study\/\">Consultez notre \u00e9tude de cas sur la fa\u00e7on dont les conceptions d\u2019IA g\u00e9n\u00e9rative ont contribu\u00e9 \u00e0 la r\u00e9alisation des objectifs de d\u00e9couverte de m\u00e9dicaments dans le cadre d\u2019un projet de neurologie int\u00e9gr\u00e9<\/a> .  <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Nous utilisons \u00e9galement des solutions de conception de m\u00e9dicaments de novo de pointe, telles que Makya (Iktos), pour acc\u00e9l\u00e9rer l\u2019exploration de vastes espaces chimiques. Makya facilite la synth\u00e8se rapide de chimioth\u00e8ques lors de l\u2019identification de compos\u00e9s prometteurs, en utilisant des \u00e9l\u00e9ments constitutifs disponibles dans le commerce et des voies de synth\u00e8se connues. Pour la synth\u00e8se sur mesure lors de l\u2019optimisation de compos\u00e9s prometteurs, Makya offre des capacit\u00e9s de conception de novo compl\u00e8tes. La conception dans Makya peut \u00e9galement \u00eatre guid\u00e9e par des contraintes structurales et pharmacophoriques, en utilisant l\u2019amarrage mol\u00e9culaire ou la similarit\u00e9 de forme 3D au sein d\u2019un flux de travail d\u2019apprentissage par renforcement, permettant une g\u00e9n\u00e9ration de mol\u00e9cules plus cibl\u00e9e et efficace.   <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Notre approche s\u2019appuie \u00e9galement sur des mod\u00e8les d\u2019apprentissage automatique (ML) pr\u00e9disant la puissance et les propri\u00e9t\u00e9s ADMET, et int\u00e8gre l\u2019optimisation multiparam\u00e9trique (MPO) tout au long du cycle DMTA. Nous avons appliqu\u00e9 l\u2019intelligence artificielle g\u00e9n\u00e9rative (GenAI) \u00e0 de nombreux projets d\u2019optimisation de compos\u00e9s H2L et de t\u00eates de s\u00e9rie pour des t\u00e2ches telles que le changement de noyau, la conception de lieurs, la macrocyclisation et la conception de chimioth\u00e8ques. <br><br><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-text-link\" modaltype=\"\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/publications\/posters\/polq-inhibitor-ai-drug-discovery-oncology\/?__hstc=753710.60547d14e1062fc01b849463a33781d7.1758024201647.1758024201647.1758024201647.1&amp;__hssc=753710.1.1758024201648&amp;__hsfp=3060900334\">Apprendre encore plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-top:var(--wp--preset--spacing--90);padding-bottom:var(--wp--preset--spacing--90); \" id=\"identification-techniques\">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t<div class=\"row-background absolute w-full bottom-0 left-0 z-0 h-full \" style=\"background-color:#f9f2e8;\">\n<\/div>\n\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8904fc3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:342px\"><section class=\"Pegasus__Container w-full   sticky top-0 relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow wp-container-3 is-position-sticky\" style=\"   \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-dce8ee25 wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--40)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h2 class=\"wp-block-heading has-text-3-xl-font-size\">Les services IA cibl\u00e9s de Sygnature<\/h2>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-35839af495a90c2c6574339b1008ef07 wp-block-paragraph\" style=\"color:#001024b3\">Nous int\u00e9grons l\u2019apprentissage automatique, la bioinformatique et les outils d\u2019IA avanc\u00e9s pour acc\u00e9l\u00e9rer la d\u00e9couverte, des mod\u00e8les pr\u00e9dictifs qui guident l\u2019optimisation multiparam\u00e9trique \u00e0 la conception g\u00e9n\u00e9rative et aux informations sur la structure des prot\u00e9ines, vous permettent de prendre des d\u00e9cisions plus claires et de progresser plus rapidement.<\/p>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:74.58%\">\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-832e19e4 wp-block-group-is-layout-grid\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-393eae96 wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture><source srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling.webp 1000w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-640x427.webp 640w\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"illustration of a digital brain network representing machine learning and AI tools applied to predictive modeling for ADMET property optimization.\" loading=\"eager\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling.jpg\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling.webp 1000w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/machine-learning-ai-modeling-640x427.webp 640w\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-815fdcf4e54d19e33037beb8b4b056e5\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\">Apprentissage automatique (ML)<\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-a4bc5c99a26b55ea3bba8c9ba8d08a71 wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Nous appliquons les meilleures pratiques d\u2019apprentissage automatique \u00e0 des mod\u00e8les pr\u00e9dictifs personnalis\u00e9s pour un large \u00e9ventail de propri\u00e9t\u00e9s. Ces mod\u00e8les offrent une approche syst\u00e9matique des d\u00e9fis de l\u2019optimisation multiparam\u00e9trique (MPO) dans la d\u00e9couverte de m\u00e9dicaments, maximisant ainsi l\u2019impact des donn\u00e9es exp\u00e9rimentales. <br><\/p>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-3be5c14d0c6be4aeab932e0f2869dbec wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Les mod\u00e8les peuvent \u00eatre construits \u00e0 partir des donn\u00e9es internes du projet, compl\u00e9t\u00e9es par des donn\u00e9es publiques le cas \u00e9ch\u00e9ant, et sont accessibles en toute s\u00e9curit\u00e9 aux \u00e9quipes de projet gr\u00e2ce \u00e0 notre int\u00e9gration KnimeHub. Ces mod\u00e8les pr\u00e9disent la puissance et les profils ADMET, notamment la solubilit\u00e9, la clairance et la perm\u00e9abilit\u00e9 \u00e0 la barri\u00e8re h\u00e9mato-enc\u00e9phalique, facilitant ainsi la prise de d\u00e9cisions \u00e9clair\u00e9es tout au long du cycle d\u2019autorisation de mise sur le march\u00e9. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-393eae96 wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture><source srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-1024x683.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation.webp 1336w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-640x427.webp 640w\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"Analyse de donn\u00e9es sur \u00e9cran d'ordinateur en laboratoire, pour l'identification et la validation de cibles dans le cadre de la d\u00e9couverte de m\u00e9dicaments.\" loading=\"eager\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation.jpg\" srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-1024x683.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation.webp 1336w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-640x427.webp 640w\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-52679e7ee4eaab82b10b78673d86473f\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\">Identification et validation des cibles<\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-dee52c394d6a83ab6e4424d886638dda wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Lors de l\u2019identification et de la validation des cibles, nous utilisons des plateformes bioinformatiques int\u00e9grant de grands mod\u00e8les de langage (LLM) pour l\u2019exploration de la litt\u00e9rature, l\u2019analyse g\u00e9nique et prot\u00e9omique, la mod\u00e9lisation par homologie et la caract\u00e9risation 3D des sites de liaison. Notre approche combine les principales bases de donn\u00e9es publiques avec des logiciels commerciaux et des interfaces Python personnalis\u00e9es pour une int\u00e9gration optimale. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/decouverte-integree-de-medicaments\/identification-et-validation-de-la-cible\/\">Apprendre encore plus<\/a> <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-9285342f wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--40)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-1024x683.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery.webp 1344w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-640x427.webp 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"Illustration num\u00e9rique de deux mains formant une connexion \u00e0 travers un r\u00e9seau de n\u0153uds lumineux, symbolisant l'intelligence artificielle dans les flux de travail informatiques de d\u00e9couverte de m\u00e9dicaments.\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTM0NCIgaGVpZ2h0PSI4OTYiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2YzZjRmNiIvPjwvc3ZnPg==\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery.webp\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-1024x683.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery.webp 1344w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/ai-tools-utilization-drug-discovery-640x427.webp 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-0790db36a449268ae9ff0a27103fa97c\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\">Utilisation des outils d\u2019IA<\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-77577ad11cc09eb857983944b315b4e4 wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Nos chimistes computationnels ont acc\u00e8s \u00e0 des outils d\u2019IA suppl\u00e9mentaires, notamment MedChemica pour l\u2019analyse des paires mol\u00e9culaires appari\u00e9es et OmegaFold (d\u2019OpenEye Orion) et AlphaFold (h\u00e9berg\u00e9 sur notre cluster haute performance interne) pour la mod\u00e9lisation par homologie.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow has-background pegasus-responsive-bg-961\" style=\"  padding-top:var(--wp--preset--spacing--80);padding-bottom:var(--wp--preset--spacing--80); ;background-size:cover;background-image: url('https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/slim-gradient-bg-768x432.webp');\">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n\n<div class=\"wp-block-group has-global-padding is-content-justification-center is-layout-constrained wp-container-core-group-is-layout-fa4c8694 wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--60)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-4-xl-font-size\">Principaux avantages<\/h2>\n\n\n\n<p class=\"has-text-align-center has-content-secondary-color has-text-color has-link-color wp-elements-9c248128eb3d310624edc050767b9a1d wp-block-paragraph\">Nous tirons parti de l\u2019IA \u00e0 chaque \u00e9tape de la d\u00e9couverte, vous aidant ainsi \u00e0 acc\u00e9l\u00e9rer en toute confiance les d\u00e9lais entre la synth\u00e8se et la mise en application clinique.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-5fdccf07 wp-block-group-is-layout-grid\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 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7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h4 class=\"wp-block-heading has-text-2-xl-font-size\" style=\"font-style:normal;font-weight:500\">L\u2019IA int\u00e9gr\u00e9e \u00e0 toutes les \u00e9tapes<\/h4>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-f657da32e73bbf2c41f15a73d445a152 wp-block-paragraph\">Nos \u00e9quipes internes et commerciales ont adopt\u00e9 des outils et des techniques bas\u00e9s sur l\u2019IA pour l\u2019int\u00e9grer parfaitement \u00e0 toutes les \u00e9tapes de la d\u00e9couverte de m\u00e9dicaments, permettant ainsi une prise de d\u00e9cision plus rapide et plus intelligente.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h4 class=\"wp-block-heading has-text-2-xl-font-size\" style=\"font-style:normal;font-weight:500\">Exploration par IA g\u00e9n\u00e9rative d\u2019espaces chimiques massifs<\/h4>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-eddef8111e945358b03d09f6b054ca99 wp-block-paragraph\">Nous utilisons des outils de conception de compos\u00e9s bas\u00e9s sur l\u2019IA g\u00e9n\u00e9rative pour rechercher et \u00e9chantillonner efficacement des espaces chimiques massifs pour d\u00e9velopper des id\u00e9es novatrices afin de transformer les hits en leads, optimiser les leads tout en renfor\u00e7ant la propri\u00e9t\u00e9 intellectuelle<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-ivory-000-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-6a9a932c wp-block-group-is-layout-flex\" style=\"border-radius:24px;min-height:280px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media original shrink-0\" style=\"\">\n            \n                                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"29\" viewbox=\"0 0 29 29\" fill=\"none\" class=\"image-original \">\n<path d=\"M22.7026 15.1325L16.2551 12.75L13.8801 6.2975C13.7394 5.91541 13.485 5.58566 13.151 5.35273C12.8171 5.11981 12.4197 4.99492 12.0126 4.99492C11.6054 4.99492 11.2081 5.11981 10.8741 5.35273C10.5402 5.58566 10.2857 5.91541 10.1451 6.2975L7.75508 12.75L1.30258 15.125C0.920493 15.2656 0.59074 15.5201 0.357814 15.854C0.124888 16.188 0 16.5853 0 16.9925C0 17.3997 0.124888 17.797 0.357814 18.131C0.59074 18.4649 0.920493 18.7194 1.30258 18.86L7.75508 21.25L10.1301 27.7025C10.2707 28.0846 10.5252 28.4143 10.8591 28.6473C11.1931 28.8802 11.5904 29.0051 11.9976 29.0051C12.4047 29.0051 12.8021 28.8802 13.136 28.6473C13.47 28.4143 13.7244 28.0846 13.8651 27.7025L16.2551 21.25L22.7076 18.875C23.0897 18.7344 23.4194 18.4799 23.6523 18.146C23.8853 17.812 24.0102 17.4147 24.0102 17.0075C24.0102 16.6003 23.8853 16.203 23.6523 15.869C23.4194 15.5351 23.0897 15.2806 22.7076 15.14L22.7026 15.1325ZM15.1301 19.5275C14.9943 19.5775 14.8711 19.6564 14.7688 19.7587C14.6665 19.861 14.5876 19.9843 14.5376 20.12L12.0051 26.9813L9.47758 20.125C9.42764 19.9878 9.34826 19.8633 9.24504 19.76C9.14182 19.6568 9.01725 19.5774 8.88008 19.5275L2.02383 17L8.88008 14.4725C9.01725 14.4226 9.14182 14.3432 9.24504 14.24C9.34826 14.1367 9.42764 14.0122 9.47758 13.875L12.0051 7.01875L14.5326 13.875C14.5826 14.0107 14.6615 14.134 14.7638 14.2363C14.8661 14.3386 14.9893 14.4175 15.1251 14.4675L21.9863 17L15.1301 19.5275ZM16.0051 4C16.0051 3.73478 16.1104 3.48043 16.298 3.29289C16.4855 3.10536 16.7399 3 17.0051 3H19.0051V1C19.0051 0.734784 19.1104 0.48043 19.298 0.292893C19.4855 0.105357 19.7399 0 20.0051 0C20.2703 0 20.5247 0.105357 20.7122 0.292893C20.8997 0.48043 21.0051 0.734784 21.0051 1V3H23.0051C23.2703 3 23.5247 3.10536 23.7122 3.29289C23.8997 3.48043 24.0051 3.73478 24.0051 4C24.0051 4.26522 23.8997 4.51957 23.7122 4.70711C23.5247 4.89464 23.2703 5 23.0051 5H21.0051V7C21.0051 7.26522 20.8997 7.51957 20.7122 7.70711C20.5247 7.89464 20.2703 8 20.0051 8C19.7399 8 19.4855 7.89464 19.298 7.70711C19.1104 7.51957 19.0051 7.26522 19.0051 7V5H17.0051C16.7399 5 16.4855 4.89464 16.298 4.70711C16.1104 4.51957 16.0051 4.26522 16.0051 4ZM29.0051 10C29.0051 10.2652 28.8997 10.5196 28.7122 10.7071C28.5247 10.8946 28.2703 11 28.0051 11H27.0051V12C27.0051 12.2652 26.8997 12.5196 26.7122 12.7071C26.5247 12.8946 26.2703 13 26.0051 13C25.7399 13 25.4855 12.8946 25.298 12.7071C25.1104 12.5196 25.0051 12.2652 25.0051 12V11H24.0051C23.7399 11 23.4855 10.8946 23.298 10.7071C23.1104 10.5196 23.0051 10.2652 23.0051 10C23.0051 9.73478 23.1104 9.48043 23.298 9.29289C23.4855 9.10536 23.7399 9 24.0051 9H25.0051V8C25.0051 7.73478 25.1104 7.48043 25.298 7.29289C25.4855 7.10536 25.7399 7 26.0051 7C26.2703 7 26.5247 7.10536 26.7122 7.29289C26.8997 7.48043 27.0051 7.73478 27.0051 8V9H28.0051C28.2703 9 28.5247 9.10536 28.7122 9.29289C28.8997 9.48043 29.0051 9.73478 29.0051 10Z\" fill=\"#005DE5\"><\/path>\n<\/svg>\n\n                \n            <\/section>\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h4 class=\"wp-block-heading has-text-2-xl-font-size\" style=\"font-style:normal;font-weight:500\">Approche d\u2019apprentissage automatique pour l\u2019optimisation multiparam\u00e8tre (MPO)<\/h4>\n\n\n\n<p class=\"has-content-secondary-color has-text-color has-link-color has-text-sm-font-size wp-elements-98f9f4a0ef242dff494479fdfc82c2ab wp-block-paragraph\">Notre approche syst\u00e9matique bas\u00e9e sur l\u2019apprentissage automatique pour relever le d\u00e9fi de l\u2019optimisation multiparam\u00e8tre (MPO) dans la d\u00e9couverte de m\u00e9dicaments maximise l\u2019impact et la valeur des donn\u00e9es exp\u00e9rimentales en \u00e9laborant des mod\u00e8les pr\u00e9dictifs pour soutenir les cycles DMTA et le triage des id\u00e9es de conception.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-top:var(--wp--preset--spacing--90);padding-bottom:var(--wp--preset--spacing--80); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t<div class=\"row-background absolute w-full bottom-0 left-0 z-0 h-full has-ivory-300-background-color\" style=\"\">\n<\/div>\n\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">    <section class=\"FeaturedPostGrid\">\n        <div class=\"FeaturedPostGrid__container\">\n                            <div class=\"FeaturedPost add-background-image bg-ivory-300 flex flex-col md:flex-row items-stretch gap-8 rounded-2xl p-6 md:p-10\">\n    <div class=\"flex-1 flex flex-col gap-4\">\n        <a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/case-study\/rapid-creation-of-ideas-using-generative-ai-genai-with-iktos-makya\/\" class=\"wp-block-heading has-text-4-xl-font-size text-dark-blue-700 !mb-0 \">Rapid creation of ideas using generative AI (GenAI) with Iktos Makya<\/a>\n                    <div class=\"text-[#001024B2] has-text-base-font-size has-heading-font-family max-w-prose\">\n                Leading generative\u00a0artificial intelligence\u00a0(GenAI) algorithms for\u00a0de novo\u00a0design are being used routinely within our medicinal chemistry programmes to enable rapid idea generation to address project objectives. We have successfully deployed Makya, a leading software platform for de novo molecular design from Iktos onto projects to address our client\u2019s needs. These tools use advanced deep learning models to explore vast chemical spaces for new structures that meet multiple design criteria, such as\u2026\n            <\/div>\n                <div class=\"wp-block-buttons is-layout-flex items-center pt-2\">\n            <div class=\"wp-block-button btn-primary\">\n                <a class=\"wp-block-button__link wp-element-button \" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/case-study\/rapid-creation-of-ideas-using-generative-ai-genai-with-iktos-makya\/\">Read more<\/a>\n            <\/div>\n        <\/div>\n    <\/div>\n    <div class=\"md:w-1\/2 w-full rounded-xl overflow-hidden relative\">\n                    <div class=\"w-full h-0 pb-[56%] relative overflow-hidden\">\n                <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208-300x79.png 300w, 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h-full object-cover\" alt=\"|\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTczNCIgaGVpZ2h0PSI0NTYiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2YzZjRmNiIvPjwvc3ZnPg==\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208.png\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208-300x79.png 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208-768x202.png 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208-1024x269.png 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208-1536x404.png 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208.png 1734w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI_case_study_banner_final_mock_up-scaled-e1762789851208-640x168.png 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n            <\/div>\n            <\/div>\n<\/div>\n\n\n\n                    <\/div>\n    <\/section>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-top:var(--wp--preset--spacing--60);padding-bottom:var(--wp--preset--spacing--60); \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"   \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-178593e6 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-7703b6f3 wp-block-group-is-layout-constrained\" style=\"margin-bottom:var(--wp--preset--spacing--20)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-align-left is-style-tag has-text-color has-link-color has-text-xs-font-size has-tag-style wp-elements-74f2bbf7c2f1dbcb134229150002b271 wp-block-paragraph\" style=\"color:#001024b3;padding-right:0;padding-left:0;font-style:normal;font-weight:600;letter-spacing:0.96px;--paragraph-dot-color:#005de5\">Ressources<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left has-text-color has-link-color has-text-4-xl-font-size wp-elements-b8085af24bff4b40b0d89dbacd6ac6a2 wp-container-content-d25f37ba\" style=\"color:#002b46;margin-top:0;margin-bottom:var(--wp--preset--spacing--30)\">Ressources connexes<\/h2>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n\n\n\n\n<section x-data='postGrid({\"respondToFiltering\":true,\"singleFilterMode\":true,\"initialFilterSlug\":\"\"})' class=\"Post__Grid relative\" style=\"--post-grid-grid-cols: 3; --post-grid-row-gap: 1.5rem;\" data-single-filter-mode=\"false\" data-show-all-button=\"false\" data-initial-filter=\"\">\n                            \n\n        \n        \n            <div class=\"Post__Grid-grid   flex-col relative\" data-pegasus-filterable=\"block_f00c72a2efb5446b3b23a687e3e0fcee\">\n                <div x-cloak x-show=\"isLoading\" class=\"absolute -top-3 -left-3 -right-3 -bottom-3 flex items-start justify-center pt-8 md:items-center md:pt-0 z-10 rounded-2xl overflow-visible transition duration-200 pointer-events-none bg-white\/80 backdrop-blur-sm\" style=\"background-color: rgb(255 255 255 \/ 80%);\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"50\" height=\"50\" viewbox=\"0 0 40 48\" role=\"img\" aria-label=\"Loading\" style=\"color:#005DE5\">\n                        <title>Loading\u2026<\/title>\n                        <g id=\"spinner\" fill=\"currentColor\">\n                            <path 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d=\"M19.6318 8.25195C20.3868 8.25197 21.1374 8.3047 21.8701 8.41113H21.8682C29.3743 9.49892 35.1348 15.967 35.1348 23.7783C35.1346 31.5902 29.3687 38.0576 21.8662 39.1445C21.7983 39.1346 21.7308 39.1211 21.6631 39.1104C21.7321 39.1213 21.8008 39.1354 21.8701 39.1455C21.1418 39.2519 20.3957 39.3047 19.6318 39.3047C11.0674 39.3047 4.12402 32.3534 4.12402 23.7783C4.12405 15.2032 11.0674 8.25195 19.6318 8.25195ZM19.623 12.6162C14.5414 12.6162 10.254 16.0262 8.91406 20.6855C8.91072 20.7021 8.90661 20.7188 8.90332 20.7354C8.62796 21.7023 8.48145 22.7182 8.48145 23.7783C8.48145 24.8386 8.63235 25.8591 8.90332 26.8262C8.9061 26.8402 8.90929 26.8541 8.91211 26.8682C10.2498 31.5309 14.539 34.9395 19.623 34.9395C25.7751 34.9393 30.7674 29.9399 30.7676 23.7783C30.7676 17.6166 25.7797 12.6164 19.623 12.6162Z\"><\/path>\n                            <animatetransform attributename=\"transform\" type=\"rotate\" from=\"0 19.6318 23.7783\" to=\"360 19.6318 23.7783\" dur=\"1s\" repeatcount=\"indefinite\"><\/animatetransform>\n                        <\/g>\n                        <g fill=\"currentColor\" opacity=\"1\">\n                            <path>\n                                <animate attributename=\"opacity\" values=\"1;0.4;1\" dur=\"1.2s\" begin=\"0s\" repeatcount=\"indefinite\"><\/animate>\n                            <\/path>\n                        <\/g>\n                    <\/svg>\n                <\/div>\n\n                                                \n                                                                                        <div class=\"Post__Grid-post \" data-pegasus-single-card>\n\t<div class=\"group\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/blog\/from-in-silico-to-in-vivo-keeping-ai-honest-in-drug-development\/\" class=\"block rounded-2xl overflow-hidden \">\n\t\t\t\t\t<span class=\"sr-only\">From In Silico to In Vivo: Keeping AI honest in drug development<\/span>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"w-full relative overflow-hidden h-0 pb-[64%]\">\n\t\t\t\t\t\t\t<picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/02\/AI-Vs-Lab-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/02\/AI-Vs-Lab-540x360.webp 540w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"540\" height=\"360\" class=\"w-full object-cover group-hover:scale-105 transition-transform duration-500 ease-in-out absolute-center !h-full group-hover:-translate-y-1\/2 group-hover:-translate-x-1\/2\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTUzNiIgaGVpZ2h0PSIxMDI0IiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjxyZWN0IHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9IiNmM2Y0ZjYiLz48L3N2Zz4=\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/02\/AI-Vs-Lab.png\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/02\/AI-Vs-Lab-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/02\/AI-Vs-Lab-540x360.webp 540w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"pt-6\">\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/blog\/from-in-silico-to-in-vivo-keeping-ai-honest-in-drug-development\/\" class=\"font-medium has-text-2-xl-font-size has-body-font-family \">From In Silico to In Vivo: Keeping AI honest in drug development<\/a>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mt-3 has-text-sm-font-size text-black has-body-font-family\">\n\t\t\t\t\t\t\tAI is undeniably transforming drug discovery: from pinpointing promising disease targets to sketching drug-like molecules,\u2026\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap items-center gap-3 mt-4 has-body-font-family\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap -mx-px gap-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"tag inline-block mx-px my-px py-1 text-base font-regular text-blue-500 tracking-small\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tBlog\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n                                                                \t\t\t                                                                            <div class=\"Post__Grid-post \" data-pegasus-single-card>\n\t<div class=\"group\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/sygnature-discovery-deploie-la-technologie-dia-diktos-makya\/\" class=\"block rounded-2xl overflow-hidden \">\n\t\t\t\t\t<span class=\"sr-only\">Sygnature Discovery d\u00e9ploie la technologie d\u2019IA d\u2019Iktos, \u00ab Makya\u2122 \u00bb.<\/span>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"w-full relative overflow-hidden h-0 pb-[64%]\">\n\t\t\t\t\t\t\t<picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI-300x200.jpg 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI-540x360.jpg 540w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/jpeg\"><img decoding=\"async\" loading=\"lazy\" width=\"540\" height=\"360\" class=\"w-full object-cover group-hover:scale-105 transition-transform duration-500 ease-in-out absolute-center !h-full group-hover:-translate-y-1\/2 group-hover:-translate-x-1\/2\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTAwMCIgaGVpZ2h0PSI2NjciIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2YzZjRmNiIvPjwvc3ZnPg==\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI.jpg\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI-300x200.jpg 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/AI-540x360.jpg 540w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"pt-6\">\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/sygnature-discovery-deploie-la-technologie-dia-diktos-makya\/\" class=\"font-medium has-text-2-xl-font-size has-body-font-family \">Sygnature Discovery d\u00e9ploie la technologie d\u2019IA d\u2019Iktos, \u00ab Makya\u2122 \u00bb.<\/a>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mt-3 has-text-sm-font-size text-black has-body-font-family\">\n\t\t\t\t\t\t\tNous sommes ravis d\u2019annoncer que nous avons entam\u00e9 un accord de collaboration de 3 ans\u2026\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap items-center gap-3 mt-4 has-body-font-family\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap -mx-px gap-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"tag inline-block mx-px my-px py-1 text-base font-regular text-blue-500 tracking-small\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tNews\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n                                                                \t\t\t                                                                            <div class=\"Post__Grid-post \" data-pegasus-single-card>\n\t<div class=\"group\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/sygnature-se-renforce-grace-a-la-solution-logicielle-de-medchemica\/\" class=\"block rounded-2xl overflow-hidden \">\n\t\t\t\t\t<span class=\"sr-only\">Sygnature se renforce gr\u00e2ce \u00e0 la solution logicielle de MedChemica.<\/span>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"w-full relative overflow-hidden h-0 pb-[64%]\">\n\t\t\t\t\t\t\t<picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/computational-cover-1-300x200.jpg 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/computational-cover-1-540x360.jpg 540w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/jpeg\"><img decoding=\"async\" loading=\"lazy\" width=\"540\" height=\"360\" class=\"w-full object-cover group-hover:scale-105 transition-transform duration-500 ease-in-out absolute-center !h-full group-hover:-translate-y-1\/2 group-hover:-translate-x-1\/2\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTIwMCIgaGVpZ2h0PSI4MDAiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2YzZjRmNiIvPjwvc3ZnPg==\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/computational-cover-1.jpg\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/computational-cover-1-300x200.jpg 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/computational-cover-1-540x360.jpg 540w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"pt-6\">\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/sygnature-se-renforce-grace-a-la-solution-logicielle-de-medchemica\/\" class=\"font-medium has-text-2-xl-font-size has-body-font-family \">Sygnature se renforce gr\u00e2ce \u00e0 la solution logicielle de MedChemica.<\/a>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mt-3 has-text-sm-font-size text-black has-body-font-family\">\n\t\t\t\t\t\t\tNous avons encore renforc\u00e9 notre offre en mati\u00e8re de d\u00e9couverte de m\u00e9dicaments \u2013 en acqu\u00e9rant\u2026\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap items-center gap-3 mt-4 has-body-font-family\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap -mx-px gap-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"tag inline-block mx-px my-px py-1 text-base font-regular text-blue-500 tracking-small\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tNews\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n                                                                \t\t\t                                                                            <div class=\"Post__Grid-post \" data-pegasus-single-card>\n\t<div class=\"group\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/amelioration-des-services-de-conception-moleculaire-sygnature-discovery-adopte-la-plateforme-orion-dopeneye\/\" class=\"block rounded-2xl overflow-hidden \">\n\t\t\t\t\t<span class=\"sr-only\">Am\u00e9lioration des services de conception mol\u00e9culaire\u00a0: Sygnature Discovery adopte la plateforme Orion\u2122 d\u2019OpenEye<\/span>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"w-full relative overflow-hidden h-0 pb-[64%]\">\n\t\t\t\t\t\t\t<picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/Orion-Example-HighRes-3a_-300x167.png 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/Orion-Example-HighRes-3a_-640x356.png 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/png\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"356\" class=\"w-full object-cover group-hover:scale-105 transition-transform duration-500 ease-in-out absolute-center !h-full group-hover:-translate-y-1\/2 group-hover:-translate-x-1\/2\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMjU2MCIgaGVpZ2h0PSIxNDIzIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjxyZWN0IHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9IiNmM2Y0ZjYiLz48L3N2Zz4=\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/Orion-Example-HighRes-3a_-scaled.png\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/Orion-Example-HighRes-3a_-300x167.png 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/11\/Orion-Example-HighRes-3a_-640x356.png 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"pt-6\">\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/amelioration-des-services-de-conception-moleculaire-sygnature-discovery-adopte-la-plateforme-orion-dopeneye\/\" class=\"font-medium has-text-2-xl-font-size has-body-font-family \">Am\u00e9lioration des services de conception mol\u00e9culaire\u00a0: Sygnature Discovery adopte la plateforme Orion\u2122 d\u2019OpenEye<\/a>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mt-3 has-text-sm-font-size text-black has-body-font-family\">\n\t\t\t\t\t\t\tSygnature acc\u00e9l\u00e8re le processus de d\u00e9couverte de m\u00e9dicaments de ses clients gr\u00e2ce \u00e0 une meilleure\u2026\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap items-center gap-3 mt-4 has-body-font-family\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"flex flex-wrap -mx-px gap-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"tag inline-block mx-px my-px py-1 text-base font-regular text-blue-500 tracking-small\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tNews\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n                                                                \t\t\t    \n                            <\/div>\n\n        \n    \n<\/section>\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"   \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-10dd94be wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group has-global-padding is-content-justification-center is-layout-constrained wp-container-core-group-is-layout-9b336992 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--80);padding-bottom:var(--wp--preset--spacing--45)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-c9eb356c wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-4-xl-font-size\">FAQ<\/h2>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ddcd2f8d wp-block-group-is-layout-constrained\" allowchildrentofillwidth=\"\" 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'panel-title-open' : 'text-[#101828]'\">\n                    <p class=\"has-text-2-xl-font-size\">Quel r\u00f4le jouent l\u2019IA et l\u2019apprentissage automatique dans la d\u00e9couverte de m\u00e9dicaments chez Sygnature ?<\/p>\n<p>\u00a0<\/p>\n\n                <\/span>\n        <\/button>\n    <\/div>\n    \n        <div class=\"Accordion__Content\" x-show=\"panelOpen\" x-collapse>\n        <div style=\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-color has-link-color wp-elements-950de6c87600be550d21ab17b4ba79aa wp-block-paragraph\" style=\"color:#475467\">L\u2019IA et l\u2019apprentissage automatique acc\u00e9l\u00e8rent la d\u00e9couverte de m\u00e9dicaments gr\u00e2ce \u00e0 la conception g\u00e9n\u00e9rative de compos\u00e9s, la mod\u00e9lisation ADMET pr\u00e9dictive et l\u2019analyse des prot\u00e9ines.<br> Pr\u00e9diction de structure et exploration de donn\u00e9es \u00e0 grande \u00e9chelle\u00a0: ces outils s\u2019int\u00e8grent parfaitement \u00e0 toutes les \u00e9tapes du cycle DMTA. <\/p>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-aa5fa936912dcc1a1c212771432d50ee wp-block-paragraph\" style=\"color:#475467\"><\/p>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\n<div x-data=\"accordionPanel(0, '', false)\" class=\"Accordion__Panel mb-2 wp-elements-4635292fecbeb7e1e02079b540580ebe\" :class=\"panelOpen ? 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'panel-title-open' : 'text-[#101828]'\">\n                    <p class=\"has-text-2-xl-font-size\">Qu\u2019est-ce que l\u2019IA g\u00e9n\u00e9rative et comment Sygnature l\u2019utilise-t-elle\u00a0?<\/p>\n\n                <\/span>\n        <\/button>\n    <\/div>\n    \n        <div class=\"Accordion__Content\" x-show=\"panelOpen\" x-collapse>\n        <div style=\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-color has-link-color wp-elements-ed98d2cb5a8b12356ba3771171c9ef0f wp-block-paragraph\" style=\"color:#475467\">L\u2019IA g\u00e9n\u00e9rative cr\u00e9e de nouvelles structures chimiques et optimise les conceptions en explorant de vastes espaces chimiques. Nous utilisons notre outil interne SygDesign et des plateformes leaders du secteur comme Makya (Iktos) pour soutenir l\u2019optimisation des leads et l\u2019optimisation multiparam\u00e8tre (MPO). <\/p>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-aa5fa936912dcc1a1c212771432d50ee wp-block-paragraph\" style=\"color:#475467\"><\/p>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\n<div x-data=\"accordionPanel(0, '', false)\" class=\"Accordion__Panel mb-2 wp-elements-02f57150e271cdf60664cfca2a9de864\" :class=\"panelOpen ? 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'panel-title-open' : 'text-[#101828]'\">\n                    <p class=\"has-text-2-xl-font-size\">Comment l\u2019apprentissage automatique am\u00e9liore-t-il les d\u00e9cisions en mati\u00e8re de conception de m\u00e9dicaments\u00a0?<\/p>\n\n                <\/span>\n        <\/button>\n    <\/div>\n    \n        <div class=\"Accordion__Content\" x-show=\"panelOpen\" x-collapse>\n        <div style=\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-color has-link-color wp-elements-62973dc5d51b074b5960d57c028b7ed6 wp-block-paragraph\" style=\"color:#475467\">L\u2019apprentissage automatique permet de construire des mod\u00e8les pr\u00e9dictifs sur mesure pour l\u2019ativit\u00e9 et les propri\u00e9t\u00e9s ADMET (par exemple, la solubilit\u00e9, la clairance, la perm\u00e9abilit\u00e9 \u00e0 la barri\u00e8re h\u00e9mato-enc\u00e9phalique), maximisant ainsi l\u2019impact des donn\u00e9es exp\u00e9rimentales et guidant la s\u00e9lection des compos\u00e9s tout au long du cycle DMTA.<\/p>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-aa5fa936912dcc1a1c212771432d50ee wp-block-paragraph\" style=\"color:#475467\"><\/p>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\n<div x-data=\"accordionPanel(0, '', false)\" class=\"Accordion__Panel mb-2 wp-elements-dc7114e7427473b2a925226a8073d141\" :class=\"panelOpen ? 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'panel-title-open' : 'text-[#101828]'\">\n                    <p class=\"has-text-2-xl-font-size\">Quels sont les principaux avantages d\u2019un partenariat avec Sygnature pour la d\u00e9couverte de m\u00e9dicaments pilot\u00e9e par l\u2019IA\u00a0?<\/p>\n\n                <\/span>\n        <\/button>\n    <\/div>\n    \n        <div class=\"Accordion__Content\" x-show=\"panelOpen\" x-collapse>\n        <div style=\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-color has-link-color wp-elements-8f614f8018ed2855fbbbfb403b59ebf5 wp-block-paragraph\" style=\"color:#475467\">Int\u00e9gration transparente de l\u2019IA \u00e0 toutes les \u00e9tapes de la conception des m\u00e9dicaments, exploration efficace de l\u2019espace chimique gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative, et<br>Des approches syst\u00e9matiques d\u2019apprentissage automatique pour l\u2019optimisation multi-objectifs (MPO) am\u00e9liorent la pr\u00e9cision des pr\u00e9dictions et la prise de d\u00e9cision.<\/p>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-aa5fa936912dcc1a1c212771432d50ee wp-block-paragraph\" style=\"color:#475467\"><\/p>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n\n<div x-data=\"accordionPanel(0, '', false)\" class=\"Accordion__Panel mb-2 wp-elements-287e67a01361d3274dadf2f35e90c450\" :class=\"panelOpen ? 'Accordion__Panel--open' : ''\" style=\"border-bottom-color:#f2e8d9;border-bottom-width:1px;   \">\n        <div class=\"Accordion__Title\">\n        <button type=\"button\" x-on:click=\"togglePanel()\" class=\"w-full flex justify-start group relative items-center\" style=\"color:#101828;\">\n           \n            <span class=\"mr-6\">\n                <svg x-show=\"panelOpen\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewbox=\"0 0 32 32\" fill=\"none\">\n                    <path d=\"M22 16C22 16.2652 21.8946 16.5196 21.7071 16.7071C21.5196 16.8946 21.2652 17 21 17H11C10.7348 17 10.4804 16.8946 10.2929 16.7071C10.1054 16.5196 10 16.2652 10 16C10 15.7348 10.1054 15.4804 10.2929 15.2929C10.4804 15.1054 10.7348 15 11 15H21C21.2652 15 21.5196 15.1054 21.7071 15.2929C21.8946 15.4804 22 15.7348 22 16ZM29 16C29 18.5712 28.2376 21.0846 26.8091 23.2224C25.3807 25.3603 23.3503 27.0265 20.9749 28.0104C18.5995 28.9944 15.9856 29.2518 13.4638 28.7502C10.9421 28.2486 8.6257 27.0105 6.80762 25.1924C4.98953 23.3743 3.75141 21.0579 3.2498 18.5362C2.74819 16.0144 3.00563 13.4006 3.98957 11.0251C4.97351 8.64968 6.63975 6.61935 8.77759 5.1909C10.9154 3.76244 13.4288 3 16 3C19.4467 3.00364 22.7512 4.37445 25.1884 6.81163C27.6256 9.24882 28.9964 12.5533 29 16ZM27 16C27 13.8244 26.3549 11.6977 25.1462 9.88873C23.9375 8.07979 22.2195 6.66989 20.2095 5.83733C18.1995 5.00476 15.9878 4.78692 13.854 5.21136C11.7202 5.6358 9.76021 6.68345 8.22183 8.22183C6.68345 9.7602 5.63581 11.7202 5.21137 13.854C4.78693 15.9878 5.00477 18.1995 5.83733 20.2095C6.66989 22.2195 8.07979 23.9375 9.88873 25.1462C11.6977 26.3549 13.8244 27 16 27C18.9164 26.9967 21.7123 25.8367 23.7745 23.7745C25.8367 21.7123 26.9967 18.9164 27 16Z\" fill=\"#005DE5\"><\/path>\n                <\/svg>\n                <svg x-show=\"!panelOpen\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewbox=\"0 0 32 32\" fill=\"none\">\n                    <path d=\"M16 3C13.4288 3 10.9154 3.76244 8.77759 5.1909C6.63975 6.61935 4.97351 8.64968 3.98957 11.0251C3.00563 13.4006 2.74819 16.0144 3.2498 18.5362C3.75141 21.0579 4.98953 23.3743 6.80762 25.1924C8.6257 27.0105 10.9421 28.2486 13.4638 28.7502C15.9856 29.2518 18.5995 28.9944 20.9749 28.0104C23.3503 27.0265 25.3807 25.3603 26.8091 23.2224C28.2376 21.0846 29 18.5712 29 16C28.9964 12.5533 27.6256 9.24882 25.1884 6.81163C22.7512 4.37445 19.4467 3.00364 16 3ZM16 27C13.8244 27 11.6977 26.3549 9.88873 25.1462C8.07979 23.9375 6.66989 22.2195 5.83733 20.2095C5.00477 18.1995 4.78693 15.9878 5.21137 13.854C5.63581 11.7202 6.68345 9.7602 8.22183 8.22183C9.76021 6.68345 11.7202 5.6358 13.854 5.21136C15.9878 4.78692 18.1995 5.00476 20.2095 5.83733C22.2195 6.66989 23.9375 8.07979 25.1462 9.88873C26.3549 11.6977 27 13.8244 27 16C26.9967 18.9164 25.8367 21.7123 23.7745 23.7745C21.7123 25.8367 18.9164 26.9967 16 27ZM22 16C22 16.2652 21.8946 16.5196 21.7071 16.7071C21.5196 16.8946 21.2652 17 21 17H17V21C17 21.2652 16.8946 21.5196 16.7071 21.7071C16.5196 21.8946 16.2652 22 16 22C15.7348 22 15.4804 21.8946 15.2929 21.7071C15.1054 21.5196 15 21.2652 15 21V17H11C10.7348 17 10.4804 16.8946 10.2929 16.7071C10.1054 16.5196 10 16.2652 10 16C10 15.7348 10.1054 15.4804 10.2929 15.2929C10.4804 15.1054 10.7348 15 11 15H15V11C15 10.7348 15.1054 10.4804 15.2929 10.2929C15.4804 10.1054 15.7348 10 16 10C16.2652 10 16.5196 10.1054 16.7071 10.2929C16.8946 10.4804 17 10.7348 17 11V15H21C21.2652 15 21.5196 15.1054 21.7071 15.2929C21.8946 15.4804 22 15.7348 22 16Z\" fill=\"#001024\" fill-opacity=\"0.5\"><\/path>\n                <\/svg>\n            <\/span>\n           \n            <span class=\"panel-title text-left\" :class=\"panelOpen ? 'panel-title-open' : 'text-[#101828]'\">\n                    <p class=\"has-text-2-xl-font-size\">L\u2019IA peut-elle remplacer la validation exp\u00e9rimentale dans la d\u00e9couverte de m\u00e9dicaments\u00a0?<\/p>\n\n                <\/span>\n        <\/button>\n    <\/div>\n    \n        <div class=\"Accordion__Content\" x-show=\"panelOpen\" x-collapse>\n        <div style=\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<p class=\"has-text-color has-link-color wp-elements-27eaeddd9977a251059e7f74a27f3484 wp-block-paragraph\" style=\"color:#475467\">Non. L\u2019IA acc\u00e9l\u00e8re la conception et la pr\u00e9diction, mais la validation exp\u00e9rimentale demeure essentielle. L\u2019IA compl\u00e8te, et non remplace, les donn\u00e9es de laboratoire pour garantir la fiabilit\u00e9.  <\/p>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-aa5fa936912dcc1a1c212771432d50ee wp-block-paragraph\" style=\"color:#475467\"><\/p>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n    <\/div>\n<\/div>\n    <\/div>\n    \n            <\/section><\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<section class=\"Pegasus__Container w-full   relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow\" style=\"  padding-top:var(--wp--preset--spacing--90);padding-bottom:var(--wp--preset--spacing--90); \" id=\"identification-techniques\">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  container\">\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8904fc3d wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:342px\"><section class=\"Pegasus__Container w-full   sticky top-0 relative h-fit  text-content-dark mobile-stacking-standard is-layout-flow wp-block-pegasus-container-is-layout-flow wp-container-7 is-position-sticky\" style=\"   \">\n\t        \n\t\n\t\t\t\t\t\t\n\t\t        \t\t\n\t\t\t\t\t\t\t\n\t\t\t<div class=\"inner relative h-full is-flex-layout flex flex-col justify-start  w-full\">\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-dce8ee25 wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--40)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h2 class=\"wp-block-heading has-text-3-xl-font-size\">Solutions connexes<\/h2>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-7c4158aaf8a22a35edef55f5030853b1 wp-block-paragraph\" style=\"color:#001024b3\">Nous r\u00e9unissons un m\u00e9lange dynamique de nouveaux talents et d\u2019experts chevronn\u00e9s de l\u2019industrie pharmaceutique du monde entier, garantissant l\u2019excellence \u00e0 chaque \u00e9tape de la d\u00e9couverte.<\/p>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:74.58%\">\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-832e19e4 wp-block-group-is-layout-grid\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-393eae96 wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-300x194.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-768x497.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-1024x663.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-1536x994.webp 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-556x360.webp 556w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-640x414.webp 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"Abstract image of interconnected molecular structures in shades of blue and green, symbolizing advanced bioinformatics support and integrated data-driven solutions for drug discovery.\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMjU2MCIgaGVpZ2h0PSIxNjU2IiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjxyZWN0IHdpZHRoPSIxMDAlIiBoZWlnaHQ9IjEwMCUiIGZpbGw9IiNmM2Y0ZjYiLz48L3N2Zz4=\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-scaled.webp\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-300x194.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-768x497.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-1024x663.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-1536x994.webp 1536w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-556x360.webp 556w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/bioinformatics-support-molecular-structure-visualization-640x414.webp 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-07fb0aacdf29a2e6e0578d124e63fc4a\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\"><a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/conception-de-medicaments-assistee-par-ordinateur\/bioinformatique\/\" type=\"page\" id=\"1441\">Bioinformatique<\/a><\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-9e49eb0f6055f819d9ce66ecbdcbe98d wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Transformer des donn\u00e9es biologiques complexes en informations exploitables gr\u00e2ce \u00e0 une expertise int\u00e9gr\u00e9e, des flux de travail sur mesure et des strat\u00e9gies collaboratives pour une d\u00e9couverte de m\u00e9dicaments plus intelligente.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-text-link\" modaltype=\"side\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/conception-de-medicaments-assistee-par-ordinateur\/bioinformatique\/\">Apprendre encore plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-9285342f wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--40)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/DMPK-1-300x186.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/DMPK-1.webp 517w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"DMPK\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iNTE3IiBoZWlnaHQ9IjMyMCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cmVjdCB3aWR0aD0iMTAwJSIgaGVpZ2h0PSIxMDAlIiBmaWxsPSIjZjNmNGY2Ii8+PC9zdmc+\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/DMPK-1.jpg\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/DMPK-1-300x186.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/DMPK-1.webp 517w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-20a9d1f97dec8154f34e9ef075da94b8\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\">DMPK<\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-580ddb750647abb5e91988335168eaf9 wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Des solutions DMPK int\u00e9gr\u00e9es combinant des analyses avanc\u00e9es, la mod\u00e9lisation et la bioanalyse, fournissant des informations pr\u00e9dictives qui r\u00e9duisent les risques et guident la s\u00e9lection des candidats.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-text-link\" modaltype=\"\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/solutions-scientifiques\/metabolisme-des-medicaments-et-pharmacocinetique-dmpk\/\">Apprendre encore plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-393eae96 wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-1024x683.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation.webp 1336w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-640x427.webp 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"Analyse de donn\u00e9es sur \u00e9cran d'ordinateur en laboratoire, pour l'identification et la validation de cibles dans le cadre de la d\u00e9couverte de m\u00e9dicaments.\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTMzNiIgaGVpZ2h0PSI4OTEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2YzZjRmNiIvPjwvc3ZnPg==\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation.jpg\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-300x200.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-768x512.webp 768w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-1024x683.webp 1024w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation.webp 1336w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-540x360.webp 540w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2025\/12\/sygnature-target-identification-validation-640x427.webp 640w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-52679e7ee4eaab82b10b78673d86473f\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\">Identification et validation des cibles<\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-a17cef2c967c69fc164123b9bda5ee86 wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Combiner les connaissances issues de l\u2019IA, les conseils d\u2019experts et une validation rigoureuse en laboratoire pour s\u00e9lectionner et confirmer les cibles en vue d\u2019une d\u00e9couverte de m\u00e9dicaments r\u00e9ussie.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-text-link\" modaltype=\"side\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/decouverte-integree-de-medicaments\/identification-et-validation-de-la-cible\/\">Apprendre encore plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-393eae96 wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/HIT-to-Lead-300x186.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/HIT-to-Lead.webp 517w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"HIT to lead\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iNTE3IiBoZWlnaHQ9IjMyMCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cmVjdCB3aWR0aD0iMTAwJSIgaGVpZ2h0PSIxMDAlIiBmaWxsPSIjZjNmNGY2Ii8+PC9zdmc+\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/HIT-to-Lead.jpg\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/HIT-to-Lead-300x186.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/HIT-to-Lead.webp 517w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-07befeb58dcf9a8cee3953209415e0da\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\"><a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/decouverte-integree-de-medicaments\/succes-en-tete\/\">Coup de ma\u00eetre<\/a><\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-ce2e328e79334881a784df01e0446938 wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Transformer les pistes prometteuses en candidats viables gr\u00e2ce \u00e0 des strat\u00e9gies sur mesure, une \u00e9valuation pr\u00e9coce des risques et une expertise int\u00e9gr\u00e9e pour assurer le succ\u00e8s clinique.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-text-link\" modaltype=\"side\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/decouverte-integree-de-medicaments\/succes-en-tete\/\">Apprendre encore plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-393eae96 wp-block-group-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--30)\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<div class=\"wp-block-group overflow-hidden has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:24px\" allowchildrentofillwidth=\"\" overflow=\"hidden\" flexwrap=\"\"><section x-data=\"PegasusMediaBlock\" class=\"Media full-width w-full\" style=\"\">\n            \n                                    <picture class=\"pegasus-lazy-wrapper\"><source data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/Lead-optimisation-300x186.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/Lead-optimisation.webp 517w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" type=\"image\/webp\"><img decoding=\"async\" loading=\"lazy\" width=\"100%\" height=\"auto\" class=\"image-original \" alt=\"Lead Optimization\" sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iNTE3IiBoZWlnaHQ9IjMyMCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cmVjdCB3aWR0aD0iMTAwJSIgaGVpZ2h0PSIxMDAlIiBmaWxsPSIjZjNmNGY2Ii8+PC9zdmc+\" data-src=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/Lead-optimisation.jpg\" data-srcset=\"https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/Lead-optimisation-300x186.webp 300w, https:\/\/www.sygnaturediscovery.com\/wp-content\/uploads\/2026\/01\/Lead-optimisation.webp 517w\" data-sizes=\"(min-width: 1536px) 1536px, (min-width: 1280px) 1280px, (min-width: 1024px) 1024px, (min-width: 768px) 768px, (min-width: 640px) 640px, 100vw\"><\/source><\/picture>\n\n                \n            <\/section><\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1bbac977 wp-block-group-is-layout-flex\" allowchildrentofillwidth=\"\" overflow=\"\" flexwrap=\"\">\n<h3 class=\"wp-block-heading has-text-color has-link-color has-text-2-xl-font-size wp-elements-f97dfef0f0c5b2866a1976e18af238fb\" style=\"color:#002b46;margin-bottom:var(--wp--preset--spacing--20)\"><a href=\"https:\/\/www.sygnaturediscovery.com\/fr\/decouverte-integree-de-medicaments\/optimisation-des-prospects\/\">Optimisation des prospects<\/a><\/h3>\n\n\n\n<p class=\"has-text-color has-link-color has-text-base-font-size wp-elements-38bfa4f739c80e9c6d7b6d19cff283cb wp-block-paragraph\" style=\"color:#001024b3;margin-bottom:var(--wp--preset--spacing--20)\">Transformer les candidats prometteurs en candidats de qualit\u00e9 clinique gr\u00e2ce \u00e0 une expertise int\u00e9gr\u00e9e, une prise de d\u00e9cision rapide et des strat\u00e9gies optimis\u00e9es en mati\u00e8re de s\u00e9curit\u00e9, de puissance et d\u2019exposition.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-text-link\" modaltype=\"side\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.sygnaturediscovery.com\/fr\/decouverte-integree-de-medicaments\/optimisation-des-prospects\/\">Apprendre encore plus<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\t\t\n\t        <\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":8829,"parent":16400,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-4369","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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