 {"id":2219,"date":"2022-10-29T16:51:11","date_gmt":"2022-10-29T11:51:11","guid":{"rendered":"https:\/\/themasterchemistry.com\/?post_type=web-story&#038;p=2219"},"modified":"2022-10-29T16:51:11","modified_gmt":"2022-10-29T11:51:11","slug":"role-of-artificial-intelligence-to-automated-chemistry","status":"publish","type":"web-story","link":"https:\/\/themasterchemistry.com\/web-stories\/role-of-artificial-intelligence-to-automated-chemistry\/","title":{"rendered":"Role of Artificial intelligence to automated chemistry"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link 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255, 255, 1);\n                font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Oxygen-Sans, Ubuntu, Cantarell, \"Helvetica Neue\", sans-serif;;\n                font-size: calc(4 * var(--story-page-vw));\n                line-height: 1.4;\n                word-break: break-word;\n                word-wrap: break-word;\n                overflow-wrap: break-word;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title>Role of Artificial intelligence to automated chemistry<\/title><link rel=\"canonical\" href=\"https:\/\/themasterchemistry.com\/?post_type=web-story&amp;p=2219\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Master Chemistry\" publisher-logo-src=\"https:\/\/themasterchemistry.com\/wp-content\/uploads\/2021\/05\/favicon.png\" title=\"Role of Artificial intelligence to automated chemistry\" poster-portrait-src=\"https:\/\/themasterchemistry.com\/wp-content\/uploads\/2022\/10\/cropped-molecules-g8912c983d_1280-640x853.jpg\"><amp-story-page id=\"4dc45791-28b8-416a-b74a-da6ddc409a14\" auto-advance-after=\"20s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f1f1f1\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-7ba32155-8890-41dc-9274-00c12b98ba50\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:14.56311%;top:0;width:71.1165%;height:67.79935%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6825938566552902% 0.6825938566552902% 0.6825938566552902% 0.6825938566552902% \/ 0.47732696897374705% 0.47732696897374705% 0.47732696897374705% 0.47732696897374705%\" id=\"el-ff0f3ff9-40aa-4f4e-b47a-b5a3e4815d37\">\n<h1 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:3.199658703071672% 0;font-family:&quot;Public Sans&quot;,sans-serif;font-size:0.809061em;line-height:0.8;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #2e2e2e\">Artificial intelligence and molecule machine join forces to generalize automated chemistry<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:67.79935%;width:80.09709%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-43282fcb-bebc-414f-80fb-1dead2fc7558\">\n<div style=\"position:absolute;width:100.00001%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max\" alt=\"round clear glass on white paper\" srcSet=\"https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max 6000w,https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4800&amp;h=3200&amp;fit=max 4800w,https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3600&amp;h=2400&amp;fit=max 3600w,https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2400&amp;h=1600&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1200&amp;h=800&amp;fit=max 1200w,https:\/\/images.unsplash.com\/photo-1628863353691-0071c8c1874c?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"88b3d5d0-339e-4dd5-bfd1-8010120ff7de\" auto-advance-after=\"20s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f1f1f1\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-4f130dcc-df73-4e40-84ff-3ac74a6e5489\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:12.13592%;top:8.41424%;width:77.18447%;height:41.74757%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 0.7751937984496124% 0.7751937984496124% 0.7751937984496124% 0.7751937984496124%\" id=\"el-0e4f180c-0e02-41dc-a75a-54c76270a70d\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11939858490566016% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span>An international team of researchers led by the University of Illinois combined powerful artificial intelligence and a molecule-making machine to find the best conditions for automated chemistry.<\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.13592%;top:57.11974%;width:77.18447%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d2791bd4-acb9-4d82-a89e-795a7228ab18\">\n<div style=\"position:absolute;width:103.66092%;height:100%;left:-1.83046%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1603126857599-f6e157fa2fe6?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=7360&amp;h=4912&amp;fit=max\" alt=\"blue white and yellow balloons\" srcSet=\"https:\/\/images.unsplash.com\/photo-1603126857599-f6e157fa2fe6?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=7360&amp;h=4912&amp;fit=max 7360w,https:\/\/images.unsplash.com\/photo-1603126857599-f6e157fa2fe6?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5888&amp;h=3930&amp;fit=max 5888w,https:\/\/images.unsplash.com\/photo-1603126857599-f6e157fa2fe6?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxfHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4416&amp;h=2947&amp;fit=max 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2403w,https:\/\/images.unsplash.com\/photo-1517971071642-34a2d3ecc9cd?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw4fHxqb3VybmFsfGVufDB8fHx8MTY2Njk3ODUyMg&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1922&amp;h=2879&amp;fit=max 1922w,https:\/\/images.unsplash.com\/photo-1517971071642-34a2d3ecc9cd?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw4fHxqb3VybmFsfGVufDB8fHx8MTY2Njk3ODUyMg&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1441&amp;h=2159&amp;fit=max 1441w,https:\/\/images.unsplash.com\/photo-1517971071642-34a2d3ecc9cd?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw4fHxqb3VybmFsfGVufDB8fHx8MTY2Njk3ODUyMg&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=961&amp;h=1440&amp;fit=max 961w,https:\/\/images.unsplash.com\/photo-1517971071642-34a2d3ecc9cd?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw4fHxqb3VybmFsfGVufDB8fHx8MTY2Njk3ODUyMg&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=480&amp;h=719&amp;fit=max 480w,https:\/\/images.unsplash.com\/photo-1517971071642-34a2d3ecc9cd?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw4fHxqb3VybmFsfGVufDB8fHx8MTY2Njk3ODUyMg&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=509&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 53vh, 119vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:56.47249%;width:77.18447%;height:30.90615%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 1.0471204188481675% 1.0471204188481675% 1.0471204188481675% 1.0471204188481675%\" id=\"el-0e0467cf-cfe7-4daa-aba9-fe456a68e484\">\n<h1 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1768867924528302% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.647249em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span>They reported their findings in the journal Science.<\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"26bef486-4c1e-4cb5-b6fa-a7da4fbb237c\" auto-advance-after=\"20s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f1f1f1\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-51d7ccb4-0622-40cf-88b1-46568f15b2fd\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:2.75081%;width:77.18447%;height:40.61489%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 0.796812749003984% 0.796812749003984% 0.796812749003984% 0.796812749003984%\" id=\"el-d92c9f73-08ec-42a6-beb0-91a1ac331283\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13266509433962265% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span>The automated molecule-making machine in his lab snaps together the building blocks and creates a wide range of possible structures.<\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:10.43689%;top:44.17476%;width:80.09709%;height:55.82524%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-c5c3ee8b-e11b-4751-ae91-d50205394e1a\">\n<div style=\"position:absolute;width:100%;height:100.15935%;left:0%;top:-0.07968%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2865&amp;h=3000&amp;fit=max\" alt=\"white plastic wire puzzle with black background\" srcSet=\"https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2865&amp;h=3000&amp;fit=max 2865w,https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2292&amp;h=2400&amp;fit=max 2292w,https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1719&amp;h=1800&amp;fit=max 1719w,https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1146&amp;h=1200&amp;fit=max 1146w,https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=573&amp;h=600&amp;fit=max 573w,https:\/\/images.unsplash.com\/photo-1531956656798-56686eeef3d4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxtb2xlY3VsZSUyMHN0cnVjdHVyZTN8ZW58MHx8fHwxNjY3MDQzODM0&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=356&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"94a41a0c-0cdb-4e1b-b75d-4a8d1ace4d29\" auto-advance-after=\"20s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d905fa8b-8818-485e-825c-e3bb528f567d\",\"keyframes\":[{\"transform\":\"rotate(-540deg) scale(0.1)\",\"opacity\":0},{\"transform\":\"none\",\"opacity\":1}],\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f1f1f1\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d97130db-c790-408b-9e34-c51cf34cd9a9\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.8932%;top:15.37217%;width:77.18447%;height:58.09061%;opacity:1\">\n<div id=\"anim-d905fa8b-8818-485e-825c-e3bb528f567d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:rotate(-540deg) scale(0.1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 0.5571030640668524% 0.5571030640668524% 0.5571030640668524% 0.5571030640668524%\" id=\"el-b6d2ccc7-9d0b-45d3-b99b-8f23a5756955\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13266509433962265% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span>&#8220;We were looking to see two things, an increase in yield and a decrease in uncertainty, for a broad spectrum of reactions,&#8221; said Grzybowski, who now is at the Ulsan Institute of Science and Technology.<\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"f64bbb3f-229f-443b-b29f-24317706fc1e\" auto-advance-after=\"20s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a64ea8b0-6155-4047-9f53-dce558cf90ab\",\"keyframes\":[{\"transform\":\"rotate(-540deg) scale(0.1)\",\"opacity\":0},{\"transform\":\"none\",\"opacity\":1}],\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#262626\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-2a8558cd-7eb8-4d34-a744-08c6e3d98508\">\n<div style=\"position:absolute;width:121.7911%;height:100%;left:-10.89555%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3337&amp;h=4871&amp;fit=max\" alt=\"clear glass bottle on white textile\" srcSet=\"https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3337&amp;h=4871&amp;fit=max 3337w,https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2669&amp;h=3896&amp;fit=max 2669w,https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2002&amp;h=2922&amp;fit=max 2002w,https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1334&amp;h=1947&amp;fit=max 1334w,https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=667&amp;h=974&amp;fit=max 667w,https:\/\/images.unsplash.com\/photo-1602928309809-776bf9db8658?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3fHxjaGVtaXN0cnl8ZW58MHx8fHwxNjY3MDQzNjQ2&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=496&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 55vh, 122vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:0;width:77.18447%;height:46.60194%;opacity:1\">\n<div id=\"anim-a64ea8b0-6155-4047-9f53-dce558cf90ab\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:rotate(-540deg) scale(0.1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 0.6944444444444444% 0.6944444444444444% 0.6944444444444444% 0.6944444444444444%\" id=\"el-1b78ef66-13dd-4763-b113-846298481323\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:calc(1.2em + 0.2666669413332729em);text-align:left;padding:0;color:#000000;background-color:rgba(255,255,255,0.7);background:none\"><span style=\"display:block;position:relative;left:0;top:0;margin:-0.13266509433962265% 0;-webkit-box-decoration-break:clone;box-decoration-break:clone\"><span style=\"background-color:rgba(255,255,255,0.7);-webkit-box-decoration-break:clone;box-decoration-break:clone;position:relative;padding:1.257861635220126% 2.515723270440252%;text-align:left;border-radius:2px 2px 2px 2px;color:transparent\">The machine-learning process described in the paper could be applied to other areas of chemistry to find the best reaction conditions for larger organic compounds.<\/span><\/span><\/h2>\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:calc(1.2em + 0.2666669413332729em);text-align:left;padding:0;color:#000000;background-color:rgba(255,255,255,0.7);background:none;position:absolute;top:0;left:0;right:0\" aria-hidden=\"true\"><span style=\"display:block;position:relative;left:0;top:0;margin:-0.13266509433962265% 0;-webkit-box-decoration-break:clone;box-decoration-break:clone\"><span style=\"background-color:rgba(255,255,255,0.7);-webkit-box-decoration-break:clone;box-decoration-break:clone;position:relative;padding:1.257861635220126% 2.515723270440252%;text-align:left;border-radius:2px 2px 2px 2px;background:none\">The machine-learning process described in the paper could be applied to other areas of chemistry to find the best reaction conditions for larger organic compounds.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"b9dd3f31-4c71-40a2-ade7-dd85a3d18083\" auto-advance-after=\"20s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-23673457-d960-4427-a4ff-f1ca4c951234\",\"keyframes\":[{\"transform\":\"rotate(-540deg) scale(0.1)\",\"opacity\":0},{\"transform\":\"none\",\"opacity\":1}],\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\",\"iterations\":1}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f3f3f3\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-b28b73b8-8a63-4e48-af26-2524619ae3c3\">\n<div style=\"position:absolute;width:283.41971%;height:100%;left:-91.70986%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4204&amp;h=2637&amp;fit=max\" alt=\"person holding orange and white toothbrush\" srcSet=\"https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4204&amp;h=2637&amp;fit=max 4204w,https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3363&amp;h=2109&amp;fit=max 3363w,https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2522&amp;h=1582&amp;fit=max 2522w,https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1681&amp;h=1054&amp;fit=max 1681w,https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=840&amp;h=527&amp;fit=max 840w,https:\/\/images.unsplash.com\/photo-1614935151651-0bea6508db6b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwyMXx8Y2hlbWlzdHJ5fGVufDB8fHx8MTY2NzA0Mzk0NQ&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=213&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 128vh, 283vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:0;width:77.18447%;height:99.51456%;opacity:1\">\n<div id=\"anim-23673457-d960-4427-a4ff-f1ca4c951234\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:rotate(-540deg) scale(0.1)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.628930817610063% 0.628930817610063% 0.628930817610063% 0.628930817610063% \/ 0.3252032520325203% 0.3252032520325203% 0.3252032520325203% 0.3252032520325203%\" id=\"el-0fc4dfd1-b169-4b5c-9776-65c65a4797c0\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:calc(1.2em + 0.2666669413332729em);text-align:left;padding:0;color:#000000;background-color:rgba(255,255,255,0.7);background:none\"><span style=\"display:block;position:relative;left:0;top:0;margin:-0.13266509433962265% 0;-webkit-box-decoration-break:clone;box-decoration-break:clone\"><span style=\"background-color:rgba(255,255,255,0.7);-webkit-box-decoration-break:clone;box-decoration-break:clone;position:relative;padding:1.257861635220126% 2.515723270440252%;text-align:left;border-radius:2px 2px 2px 2px;color:transparent\">The extension possibility of this approach to other similar reaction chemistry, and other types of carbon-carbon links is exciting. He is an Illinois professor of materials science and engineering and chemical and biomolecular engineering.<\/span><\/span><\/h2>\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.485437em;line-height:calc(1.2em + 0.2666669413332729em);text-align:left;padding:0;color:#000000;background-color:rgba(255,255,255,0.7);background:none;position:absolute;top:0;left:0;right:0\" aria-hidden=\"true\"><span style=\"display:block;position:relative;left:0;top:0;margin:-0.13266509433962265% 0;-webkit-box-decoration-break:clone;box-decoration-break:clone\"><span style=\"background-color:rgba(255,255,255,0.7);-webkit-box-decoration-break:clone;box-decoration-break:clone;position:relative;padding:1.257861635220126% 2.515723270440252%;text-align:left;border-radius:2px 2px 2px 2px;background:none\">The extension possibility of this approach to other similar reaction chemistry, and other types of carbon-carbon links is exciting. He is an Illinois professor of materials science and engineering and chemical and biomolecular engineering.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"b600122e-8063-499d-b087-fb54a2b56439\" auto-advance-after=\"20s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f1f1f1\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-cbe6a241-7324-4956-8a04-09dfaefaf436\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" 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