{"id":343,"date":"2024-08-05T15:39:09","date_gmt":"2024-08-05T15:39:09","guid":{"rendered":"https:\/\/groups.chem.cmu.edu\/isayev\/?page_id=343"},"modified":"2025-12-27T15:33:02","modified_gmt":"2025-12-27T15:33:02","slug":"home","status":"publish","type":"page","link":"https:\/\/groups.chem.cmu.edu\/isayev\/","title":{"rendered":"Home"},"content":{"rendered":"<p><div class=\"et_d4_element et_pb_section et_pb_section_0  et_pb_css_mix_blend_mode et_section_regular et_block_section\" >\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_d4_element et_pb_row et_pb_row_0  et_pb_css_mix_blend_mode et_block_row\">\n\t\t\t\t<div class=\"et_d4_element et_pb_column_1_4 et_pb_column et_pb_column_0  et_pb_css_mix_blend_mode et_block_column et_pb_column_empty\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_column_1_2 et_pb_column et_pb_column_1  et_pb_css_mix_blend_mode et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_text et_pb_text_0  et_pb_text_align_left et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_text_inner\"><h2>Welcome to<\/h2>\n<h1>the Isayev Lab<\/h1>\n<div style=\"position: absolute;left: -7566px\">\n<p><a href=\"https:\/\/casinotest2.com\/\">test2<\/a><\/p>\n<\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><div class=\"et_d4_element et_pb_column_1_4 et_pb_column et_pb_column_2  et_pb_css_mix_blend_mode et-last-child et_block_column et_pb_column_empty\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_section et_pb_section_1  et_pb_css_mix_blend_mode et_pb_fullwidth_section et_section_regular et_block_section\" >\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_fullwidth_image et_pb_fullwidth_image_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1000\" src=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2024\/08\/Isayev_Group_2024.jpg\" alt=\"group of people standing on stairs in front ob a building\" title=\"img_Isayev_Group_2024\" srcset=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2024\/08\/Isayev_Group_2024.jpg 2000w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2024\/08\/Isayev_Group_2024-1280x640.jpg 1280w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2024\/08\/Isayev_Group_2024-980x490.jpg 980w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2024\/08\/Isayev_Group_2024-480x240.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 2000px, 100vw\" class=\"wp-image-468\" \/>\n\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_section et_pb_section_2 et_pb_section_parallax et_pb_with_background  et_pb_css_mix_blend_mode et_section_regular et_block_section\" >\n\t\t\t\t\n\t\t\t\t<span class=\"et_parallax_bg_wrap et-pb-parallax-wrapper\"><span\n\t\t\t\t\t\tclass=\"et_parallax_bg et_pb_parallax_css et_parallax_bg--et_pb_section_2\"\n\t\t\t\t\t\tstyle=\"background-image: url(https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/cropped-logo.png);\"\n\t\t\t\t\t><\/span><\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_d4_element et_pb_row et_pb_row_1 et_pb_equal_columns  et_pb_css_mix_blend_mode et_block_row\">\n\t\t\t\t<div class=\"et_d4_element et_pb_column_1_2 et_pb_column et_pb_column_3  et_pb_css_mix_blend_mode et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_text et_pb_text_1  et_pb_text_align_left et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_text_inner\"><p>The Isayev lab works at the interface of theoretical chemistry, pharmaceutical sciences, and computer science. We use molecular simulations and artificial intelligence (AI) to solve difficult chemistry problems. Our research has been groundbreaking in the field of ML and quantum mechanics (QM), paving the way for developing several families of atomistic molecular ML potentials that approximate the solution of the Schrodinger equation. We have developed a single \u2018universal\u2019 model, which is highly accurate compared to reference QM calculations at millions of times faster speeds. Focusing on parametrization for molecules in neutral and charged states makes it a valuable model for modeling most non-metallic compounds, including chemical reactions, kinetics, thermochemistry, structural optimization, and MD simulations.<\/p>\n<div style=\"position: absolute;width: 1px;height: 1px;margin: -1px;padding: 0;overflow: hidden;white-space: nowrap;border: 0\">\n<p>testy <a href=\"https:\/\/test.com\/\">testy<\/a>, test.<\/p>\n<\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><div class=\"et_d4_element et_pb_column_1_2 et_pb_column et_pb_column_4  et_pb_css_mix_blend_mode et-last-child et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_text et_pb_text_2  et_pb_text_align_left et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_text_inner\">We also develop generative AI (GenAI) methods that solve a so-called inverse design problem. These methods enable the design of molecules with the desired physicochemical, biological, or both properties. We successfully validated this approach by designing small-molecule protein kinase, protease, and GPCR inhibitors. We showed that a trained AI model can mimic expert chemists' skills. This is a prime example of the transfer of decision power from human experts to AI. Using CMU Cloud Lab, we are developing a novel ML-guided molecular discovery platform that combines synergistic innovations in automated experiments and automated machine learning (AutoML) and Reinforcement learning (RL) agents. A software-controlled synthesis platform enables rapid iterative experimental\u2013computational cycles and explores non-intuitive design criteria identified by an agent.<\/p>\n<div style=\"position: absolute;left: -7566px\">\n<p><a href=\"https:\/\/casinotest2.com\/\">test2<\/a><\/p>\n<\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_section et_pb_section_3 et_pb_with_background  et_pb_css_mix_blend_mode et_section_regular et_block_section\" >\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_d4_element et_pb_row et_pb_row_2  et_pb_css_mix_blend_mode et_block_row\">\n\t\t\t\t<div class=\"et_d4_element et_pb_column_1_3 et_pb_column et_pb_column_5  et_pb_css_mix_blend_mode et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_blurb et_pb_blurb_0  et_pb_text_align_left  et_pb_blurb_position_top et_block_module et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_blurb_content\">\n\t\t\t\t\t<div class=\"et_pb_main_blurb_image et_pb_css_mix_blend_mode\"><span class=\"et_pb_image_wrap et_pb_only_image_mode_wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"396\" height=\"240\" src=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_1.png\" alt=\"\" srcset=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_1.png 396w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_1-300x182.png 300w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_1-100x61.png 100w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_1-150x91.png 150w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_1-200x121.png 200w\" sizes=\"(max-width: 396px) 100vw, 396px\" class=\"et-waypoint et_pb_animation_top et_pb_animation_top_tablet et_pb_animation_top_phone wp-image-111\" \/><\/span><\/div>\n\t\t\t\t\t<div class=\"et_pb_blurb_container\">\n\t\t\t\t\t\t<h4 class=\"et_pb_module_header\"><span>ML algorithms in chemistry<\/span><\/h4>\n\t\t\t\t\t\t<div class=\"et_pb_blurb_description\"><p>We develop fully transferable deep learning potentials for molecular and materials systems. <a href=\"https:\/\/groups.chem.cmu.edu\/isayev\/research\/\">Read more<\/a><\/p><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><div class=\"et_d4_element et_pb_column_1_3 et_pb_column et_pb_column_6  et_pb_css_mix_blend_mode et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_blurb et_pb_blurb_1  et_pb_text_align_left  et_pb_blurb_position_top et_block_module et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_blurb_content\">\n\t\t\t\t\t<div class=\"et_pb_main_blurb_image et_pb_css_mix_blend_mode\"><span class=\"et_pb_image_wrap et_pb_only_image_mode_wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"396\" height=\"240\" src=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_2.png\" alt=\"\" srcset=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_2.png 396w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_2-300x182.png 300w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_2-100x61.png 100w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_2-150x91.png 150w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_2-200x121.png 200w\" sizes=\"(max-width: 396px) 100vw, 396px\" class=\"et-waypoint et_pb_animation_top et_pb_animation_top_tablet et_pb_animation_top_phone wp-image-108\" \/><\/span><\/div>\n\t\t\t\t\t<div class=\"et_pb_blurb_container\">\n\t\t\t\t\t\t<h4 class=\"et_pb_module_header\"><span>Materials informatics<\/span><\/h4>\n\t\t\t\t\t\t<div class=\"et_pb_blurb_description\"><p>We introduce novel analytical approaches based on large-scale data mining and machine learning. <a href=\"https:\/\/groups.chem.cmu.edu\/isayev\/research\/\">Read more<\/a><\/p><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><div class=\"et_d4_element et_pb_column_1_3 et_pb_column et_pb_column_7  et_pb_css_mix_blend_mode et-last-child et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_blurb et_pb_blurb_2  et_pb_text_align_left  et_pb_blurb_position_top et_block_module et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_blurb_content\">\n\t\t\t\t\t<div class=\"et_pb_main_blurb_image et_pb_css_mix_blend_mode\"><span class=\"et_pb_image_wrap et_pb_only_image_mode_wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"397\" height=\"240\" src=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_3.png\" alt=\"\" srcset=\"https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_3.png 397w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_3-300x181.png 300w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_3-100x60.png 100w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_3-150x91.png 150w, https:\/\/groups.chem.cmu.edu\/isayev\/wp-content\/uploads\/sites\/5\/2020\/07\/home_widjet_3-200x121.png 200w\" sizes=\"(max-width: 397px) 100vw, 397px\" class=\"et-waypoint et_pb_animation_top et_pb_animation_top_tablet et_pb_animation_top_phone wp-image-109\" \/><\/span><\/div>\n\t\t\t\t\t<div class=\"et_pb_blurb_container\">\n\t\t\t\t\t\t<h4 class=\"et_pb_module_header\"><span>De Novo molecular design<\/span><\/h4>\n\t\t\t\t\t\t<div class=\"et_pb_blurb_description\"><p>We develop artificial intelligence method that enables the design of chemical libraries with the desired properties. <a href=\"https:\/\/groups.chem.cmu.edu\/isayev\/research\/\">Read more<\/a><\/p><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_section et_pb_section_4  et_pb_css_mix_blend_mode et_section_regular et_block_section\" >\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_d4_element et_pb_row et_pb_row_3 et_pb_equal_columns  et_pb_css_mix_blend_mode et_block_row\">\n\t\t\t\t<div class=\"et_d4_element et_pb_column_1_2 et_pb_column et_pb_column_8  et_pb_css_mix_blend_mode et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_text et_pb_text_3  et_pb_text_align_left et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_text_inner\"><h3><strong>Recent News<\/strong><\/h3>\n<p>To be posted soon...<\/p><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div><div class=\"et_d4_element et_pb_column_1_2 et_pb_column et_pb_column_9  et_pb_css_mix_blend_mode et-last-child et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_video et_pb_video_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_video_box\"><iframe loading=\"lazy\" title=\"ML4MS 2019: Olexandr Isayev\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/KTb94yyCoqE?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_row et_pb_row_4  et_pb_css_mix_blend_mode et_block_row\">\n\t\t\t\t<div class=\"et_d4_element et_pb_column_4_4 et_pb_column et_pb_column_10  et_pb_css_mix_blend_mode et-last-child et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_code et_pb_code_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_code_inner\"><div style=\"position: absolute;width: 1px;height: 1px;margin: -1px;padding: 0;overflow: hidden;white-space: nowrap;border: 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La ricerca, che esplora le \"rotazioni\" delle molecole, \u00e8 stata parzialmente finanziata da una sovvenzione del <a href=\"https:\/\/vincispin.co.it\/\">vinci spin casino<\/a>, un promotore della scienza di base.\n<\/div><\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><div class=\"et_d4_element et_pb_section et_pb_section_5 et_pb_with_background  et_pb_css_mix_blend_mode et_section_regular et_block_section\" >\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_d4_element et_pb_row et_pb_row_5  et_pb_css_mix_blend_mode et_block_row\">\n\t\t\t\t<div class=\"et_d4_element et_pb_column_4_4 et_pb_column et_pb_column_11  et_pb_css_mix_blend_mode et-last-child et_block_column\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module et_d4_element et_pb_text et_pb_text_4  et_pb_text_align_left et_pb_bg_layout_light\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_text_inner\"><p style=\"text-align: center\">Learn more about the students and scientists of the Isayev Laboratory, whose dedicated efforts lead to groundbreaking ideas.<\/p><\/div>\n\t\t\t<\/div><div class=\"et_pb_button_module_wrapper et_pb_button_0_wrapper et_pb_button_alignment_center et_pb_module \">\n\t\t\t\t<a class=\"et_pb_button et_d4_element et_pb_button_0 et_pb_bg_layout_light et_block_module\" href=\"https:\/\/groups.chem.cmu.edu\/isayev\/people\/\">Meet Our Team<\/a>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":21,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-343","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/pages\/343","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/comments?post=343"}],"version-history":[{"count":49,"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/pages\/343\/revisions"}],"predecessor-version":[{"id":12394,"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/pages\/343\/revisions\/12394"}],"wp:attachment":[{"href":"https:\/\/groups.chem.cmu.edu\/isayev\/wp-json\/wp\/v2\/media?parent=343"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}