{"id":107,"date":"2021-10-14T13:37:15","date_gmt":"2021-10-14T12:37:15","guid":{"rendered":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/?page_id=107"},"modified":"2023-04-17T09:49:48","modified_gmt":"2023-04-17T08:49:48","slug":"ai-enabled-medicinal-chemistry","status":"publish","type":"page","link":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/?page_id=107","title":{"rendered":"AI-enabled Medicinal Chemistry"},"content":{"rendered":"\n<p class=\"has-medium-font-size\">Artificial Intelligence (AI) and machine learning approaches are being developed and applied in the efficient identification of next-generation medicines. Such AI-informed decision-making has the potential to deliver significant savings by minimising the number of compounds that need to be made within drug discovery programmes. Datasets shared by GSK are being used to develop machine learning models that deliver a self-contained idea generation and prediction search algorithm. This algorithm has generated the first round of novel compounds which are currently being synthesised by the team to enable biological evaluation.<br><\/p>\n\n\n\n<p class=\"has-medium-font-size\">Experiment-tracking software incorporating green chemistry principles is also being developed, with the goal that chemical methods employed in all four themes are as efficient and sustainable as possible.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"people\">People<\/h2>\n\n\n\n<div class=\"wp-block-columns m0 is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited.jpg\" alt=\"\" class=\"wp-image-288\" width=\"250\" height=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited.jpg 1414w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited-300x300.jpg 300w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited-1024x1024.jpg 1024w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited-150x150.jpg 150w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited-768x768.jpg 768w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Craig_Jamieson_10_248_7-edited-1200x1200.jpg 1200w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><figcaption class=\"wp-element-caption\">Dr Craig Jamieson (UoS)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/DrDavidPalmer.jpg\" alt=\"\" class=\"wp-image-190\" width=\"250\" height=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/DrDavidPalmer.jpg 250w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/DrDavidPalmer-150x150.jpg 150w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><figcaption class=\"wp-element-caption\">Dr David Palmer (UoS)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/Jonathan-Hirst-edited.jpg\" alt=\"\" class=\"wp-image-413\" width=\"250\" height=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/Jonathan-Hirst-edited.jpg 189w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/Jonathan-Hirst-edited-150x150.jpg 150w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><figcaption class=\"wp-element-caption\">Prof. Jonathan Hirst (UoN)<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns m0 is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited.jpg\" alt=\"\" class=\"wp-image-659\" width=\"250\" height=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited.jpg 1706w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited-300x300.jpg 300w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited-1024x1024.jpg 1024w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited-150x150.jpg 150w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited-768x768.jpg 768w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited-1536x1536.jpg 1536w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/02\/Stocks-M-002-edited-100x100.jpg 100w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><figcaption class=\"wp-element-caption\">Prof. Mike Stocks (UoN)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-1024x1024.jpg\" alt=\"\" class=\"wp-image-182\" width=\"250\" height=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-1024x1024.jpg 1024w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-300x300.jpg 300w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-150x150.jpg 150w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-768x768.jpg 768w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-1536x1536.jpg 1536w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-2048x2048.jpg 2048w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-1200x1200.jpg 1200w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2021\/11\/Andrew-Baxter-1980x1980.jpg 1980w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><figcaption class=\"wp-element-caption\">Andrew Baxter (GSK)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-scaled.jpg\" alt=\"\" class=\"wp-image-780\" width=\"250\" height=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-scaled.jpg 2558w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-300x300.jpg 300w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-1024x1024.jpg 1024w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-150x150.jpg 150w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-768x768.jpg 768w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-1536x1536.jpg 1536w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-2048x2048.jpg 2048w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2023\/04\/Marysia-Tarnows-UoN-edited-100x100.jpg 100w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><figcaption class=\"wp-element-caption\">Dr Marysia Tarnowska (PDRA, UoN)<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns m0 is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited.jpg\" alt=\"\" class=\"wp-image-417\" width=\"250\" srcset=\"https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited.jpg 1889w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited-300x300.jpg 300w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited-1024x1019.jpg 1024w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited-150x150.jpg 150w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited-768x764.jpg 768w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited-1536x1529.jpg 1536w, https:\/\/newmedicinesprosperitypartnership.ac.uk\/wp-content\/uploads\/2022\/01\/James-Carter-PDRA-edited-1200x1194.jpg 1200w\" sizes=\"(max-width: 1889px) 100vw, 1889px\" \/><figcaption class=\"wp-element-caption\">Dr James Carter <br>(PDRA, UoN)<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence (AI) and machine learning approaches are being developed and applied in the efficient identification of next-generation medicines. Such AI-informed decision-making has the potential to deliver significant savings by &#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-layout-fullwidth.php","meta":{"footnotes":""},"class_list":["post-107","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=\/wp\/v2\/pages\/107","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=107"}],"version-history":[{"count":29,"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=\/wp\/v2\/pages\/107\/revisions"}],"predecessor-version":[{"id":782,"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=\/wp\/v2\/pages\/107\/revisions\/782"}],"wp:attachment":[{"href":"https:\/\/newmedicinesprosperitypartnership.ac.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=107"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}