{"id":3573,"date":"2022-02-07T13:42:19","date_gmt":"2022-02-07T12:42:19","guid":{"rendered":"http:\/\/v2tbi.christelle-labruyere.com\/?page_id=3573"},"modified":"2024-09-19T12:25:46","modified_gmt":"2024-09-19T10:25:46","slug":"cellule-mathematiques","status":"publish","type":"page","link":"https:\/\/www.toulouse-biotechnology-institute.fr\/en\/plateformes-plateaux\/cellule-mathematiques\/","title":{"rendered":"Mathematics cell"},"content":{"rendered":"\t\t
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Cellule math\u00e9matiques<\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Un cellule d\u00e9di\u00e9e \u00e0 la <\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Mod\u00e9lisation math\u00e9matique<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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La Cellule Math\u00e9matiques de TBI, se concentre sur la mod\u00e9lisation math\u00e9matique des syst\u00e8mes biochimiques et microbiens.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tSergue\u00ef SOKOL\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tResponsable de la cellule\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tDavid Camilo Corrales\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tSp\u00e9cialiste IA\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tContacter la cellule<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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Expertises<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Mod\u00e9lisation math\u00e9matiques<\/b> des syst\u00e8mes biochimiques et microbiennes (m\u00e9tabolisme bact\u00e9rien, croissance microbienne, cocktails enzymatiques, simulation de marquage isotopique pour estimer des flux m\u00e9taboliques (<\/i>13<\/i><\/b>C-fluxomique<\/i><\/b>)<\/i><\/p>

Estimation de param\u00e8tres<\/b><\/p>

L\u2019intelligence artificielle<\/b>, avec un focus sur l\u2019apprentissage automatique, y compris l’apprentissage supervis\u00e9 pour pr\u00e9dire les r\u00e9sultats \u00e0 partir de donn\u00e9es \u00e9tiquet\u00e9es, l’apprentissage non supervis\u00e9 pour identifier des motifs et des structures au sein de donn\u00e9es non \u00e9tiquet\u00e9es, et l’apprentissage incr\u00e9mental, qui permet aux mod\u00e8les de s’adapter et d’apprendre de nouvelles donn\u00e9es au fil du temps sans n\u00e9cessiter de r\u00e9entra\u00eenement complet. De plus, l’intelligence artificielle explicable (XAI) se concentre sur la transparence et l’interpr\u00e9tabilit\u00e9 des syst\u00e8mes d’IA, garantissant que les mod\u00e8les complexes fournissent des informations claires et compr\u00e9hensibles.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Offres \/ technologies \/ outils<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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  • Traduction de mod\u00e8les biologiques en mod\u00e8les\/logiciels math\u00e9matiques<\/li>
  • (Co-)d\u00e9veloppements de logiciels scientifiques (R, Python, C++, …)<\/li>
  • (Co-)r\u00e9daction d\u2019articles avec une composante math\u00e9matiques<\/li>
  • Co-encadrement de th\u00e8se avec un volet en intelligence artificielle, portant sur l’apprentissage automatique dans les axes suivants :
    • Apprentissage supervis\u00e9<\/li>
    • Apprentissage non supervis\u00e9<\/li>
    • Apprentissage incr\u00e9mental<\/li>
    • Intelligence artificielle explicable (Explainable AI)<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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      Metabohub, Universit\u00e9 de Pennsylvanie, Wageningen University & Research, Universidad de Granada<\/p>

      – TBI: Equipe TIM (Transfert, Interface, M\u00e9lange) et l’equipe CIMES, Equipe METASYS (TBI), Equipe SYMBIOSE (TBI),\u00a0 METATOUL<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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      \n\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<\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<\/path><\/svg><\/span>\n\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\tLes projets en cours<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

      DynaFluxR<\/strong> : de mesures cin\u00e9tiques de m\u00e9tabolites vers des vitesses de r\u00e9actions sans mod\u00e8le de r\u00e9gulation<\/p>

      Le projet BIOINDUSTRY 4.0<\/strong> d\u00e9veloppera des normes pour g\u00e9n\u00e9rer des donn\u00e9es et m\u00e9tadonn\u00e9es de bioproc\u00e9d\u00e9s multi-\u00e9chelles, interop\u00e9rables et de haute qualit\u00e9. En d\u00e9veloppant des approches bas\u00e9es sur les donn\u00e9es et en exploitant l\u2019intelligence artificielle pour renforcer les nouveaux syst\u00e8mes d\u2019aide \u00e0 la d\u00e9cision et les jumeaux num\u00e9riques, le projet permettra de contr\u00f4ler les bioproc\u00e9d\u00e9s en temps r\u00e9el.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

      Cellule math\u00e9matiques Un cellule d\u00e9di\u00e9e \u00e0 la Mod\u00e9lisation math\u00e9matique La Cellule Math\u00e9matiques de TBI, se concentre sur la mod\u00e9lisation math\u00e9matique des syst\u00e8mes biochimiques et microbiens. Sergue\u00ef SOKOL Responsable de la cellule David Camilo Corrales Sp\u00e9cialiste IA Contacter la cellule Site web de la cellule Diapositive pr\u00e9c\u00e9dente Diapositive suivante Expertises Mod\u00e9lisation math\u00e9matiques des syst\u00e8mes biochimiques et […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1711,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3573","page","type-page","status-publish","hentry"],"yoast_head":"\nCellule math\u00e9matiques | TBI, Toulouse Biotechnology Institute<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.toulouse-biotechnology-institute.fr\/en\/plateformes-plateaux\/cellule-mathematiques\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cellule math\u00e9matiques | TBI, Toulouse Biotechnology Institute\" \/>\n<meta property=\"og:description\" content=\"Cellule math\u00e9matiques Un cellule d\u00e9di\u00e9e \u00e0 la Mod\u00e9lisation math\u00e9matique La Cellule Math\u00e9matiques de TBI, se concentre sur la mod\u00e9lisation math\u00e9matique des syst\u00e8mes biochimiques et microbiens. Sergue\u00ef SOKOL Responsable de la cellule David Camilo Corrales Sp\u00e9cialiste IA Contacter la cellule Site web de la cellule Diapositive pr\u00e9c\u00e9dente Diapositive suivante Expertises Mod\u00e9lisation math\u00e9matiques des syst\u00e8mes biochimiques et […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.toulouse-biotechnology-institute.fr\/en\/plateformes-plateaux\/cellule-mathematiques\/\" \/>\n<meta property=\"og:site_name\" content=\"TBI, Toulouse Biotechnology Institute\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/TBI-Toulouse-Biotechnology-Institute-Bio-Chemical-Engineering-360428497952306\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-19T10:25:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.toulouse-biotechnology-institute.fr\/wp-content\/uploads\/2022\/02\/cellule-maths.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@TBI_Biotech\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/\",\"url\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/\",\"name\":\"Cellule math\u00e9matiques | TBI, Toulouse Biotechnology Institute\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/wp-content\\\/uploads\\\/2022\\\/02\\\/cellule-maths.png\",\"datePublished\":\"2022-02-07T12:42:19+00:00\",\"dateModified\":\"2024-09-19T10:25:46+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/wp-content\\\/uploads\\\/2022\\\/02\\\/cellule-maths.png\",\"contentUrl\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/wp-content\\\/uploads\\\/2022\\\/02\\\/cellule-maths.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/cellule-mathematiques\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Plateformes & Plateaux\",\"item\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/plateformes-plateaux\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Cellule math\u00e9matiques\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/#website\",\"url\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/\",\"name\":\"TBI, Toulouse Biotechnology Institute\",\"description\":\"Bio & Chemical Engineering\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/#organization\"},\"alternateName\":\"TBI, Toulouse Biotechnology Institute\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.toulouse-biotechnology-institute.fr\\\/#organization\",\"name\":\"TBI - 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