{"id":21988,"date":"2020-11-24T15:32:45","date_gmt":"2020-11-24T20:32:45","guid":{"rendered":"https:\/\/www.bu.edu\/hic\/?page_id=21988"},"modified":"2021-08-17T14:15:34","modified_gmt":"2021-08-17T18:15:34","slug":"representing-molecules-and-reactions-in-machine-learning","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/hic\/research\/research-and-app-areas-folder-to-organize-the-back-end\/focused-research-programs\/machine-learning-for-chemistry-material-science-focused-research-programs\/representing-molecules-and-reactions-in-machine-learning\/","title":{"rendered":"Fall Focused Research Programs Workshop: Representing molecules and reactions in machine learning"},"content":{"rendered":"<p><strong>Date: Friday, December 4, 2020<\/strong><br \/>\n<strong>Time: 11:30am &#8211; 2:30pm<\/strong><\/p>\n<p><b>Workshop Overview<\/b><\/p>\n<p>Each of the FRP Workshops will focus on a singular topic and\/or challenge that is integral to each of the individual thrusts. In the upcoming workshop, we will discuss approaches, challenges, and concepts (new and old) related to how molecules and chemical reactions are represented in machine learning applications. The workshop will include a presentation and overview from the graduate student reading group and a small-group breakout session followed by a full group discussion. The workshop is open to FRP faculty members and their students. If you are interested in participating but are not currently part of this FRP, please contact Katherine D&#8217;Angelo (<a href=\"mailto:ktd@bu.edu\">ktd@bu.edu<\/a>) for more information.<\/p>\n<p><i><span style=\"font-weight: 400;\">This workshop will be virtual and held via Zoom Meeting.<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400;\">11:30am &#8211; 11:35am \u2013 Welcome<br \/>\n<\/span><span style=\"font-weight: 400;\">11:35am &#8211; 11:50am \u2013 Workshop overview<br \/>\n<\/span><span style=\"font-weight: 400;\">11:50am &#8211; 12:30pm \u2013 Literature overview<br \/>\n<\/span><span style=\"font-weight: 400;\">12:30pm &#8211; 12:45pm \u2013 Break<br \/>\n<\/span><span style=\"font-weight: 400;\">12:45pm &#8211; 1:30pm \u2013 Breakout Session (working lunch)<br \/>\n<\/span><span style=\"font-weight: 400;\">1:30pm &#8211; 2:15pm \u2013 Plenary session<br \/>\n<\/span><span style=\"font-weight: 400;\">2:15pm &#8211; 2:30pm \u2013 Summary and Discussion of next steps<\/span><\/p>\n<p><strong>Relevant Readings<\/strong><\/p>\n<ul>\n<li>Ahmad, Z. et. al. (2018). <em>ACS Central Science<\/em>. <a href=\"https:\/\/doi.org\/10.1021\/acscentsci.8b00229\">Machine Learning Enabled Computational Screening of Inorganic Solid Electrolytes for Suppression of Dendrite Formation in Lithium Metal Anodes.<\/a><\/li>\n<li>Coley, C.W., Eyke, N.S., and Jensen, K.F. (2019). <em>Angewandte Chemie International Edition<\/em>. <a href=\"https:\/\/doi.org\/10.1002\/anie.201909989\">Autonomous Discovery in the Chemical Sciences Part II: Outlook.<\/a><\/li>\n<\/ul>\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Workshop Registration<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/div>\n<\/div>\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Zoom Meeting Details<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\">Join Zoom Meeting<br \/>\nhttps:\/\/bostonu.zoom.us\/j\/93156372413?pwd=Z3czVS9ZQmUxeHpJdXNTOXVnQ1Rpdz09<\/p>\n<p>Meeting ID: 931 5637 2413<br \/>\nPasscode: 593091<br \/>\nOne tap mobile<br \/>\n+13126266799,,93156372413# US (Chicago)<br \/>\n+16468769923,,93156372413# US (New York)<\/p>\n<p>Dial by your location<br \/>\n+1 312 626 6799 US (Chicago)<br \/>\n+1 646 876 9923 US (New York)<br \/>\n+1 301 715 8592 US (Washington D.C)<br \/>\n+1 346 248 7799 US (Houston)<br \/>\n+1 669 900 6833 US (San Jose)<br \/>\n+1 253 215 8782 US (Tacoma)<br \/>\nMeeting ID: 931 5637 2413<br \/>\nFind your local number: https:\/\/bostonu.zoom.us\/u\/aehV0DH6tJ<\/p>\n<p>Join by SIP<br \/>\n93156372413@zoomcrc.com<\/p>\n<p>Join by H.323<br \/>\n162.255.37.11 (US West)<br \/>\n162.255.36.11 (US East)<br \/>\n221.122.88.195 (China)<br \/>\n115.114.131.7 (India Mumbai)<br \/>\n115.114.115.7 (India Hyderabad)<br \/>\n213.19.144.110 (Amsterdam Netherlands)<br \/>\n213.244.140.110 (Germany)<br \/>\n103.122.166.55 (Australia)<br \/>\n209.9.211.110 (Hong Kong SAR)<br \/>\n64.211.144.160 (Brazil)<br \/>\n69.174.57.160 (Canada)<br \/>\n207.226.132.110 (Japan)<br \/>\nMeeting ID: 931 5637 2413<br \/>\nPasscode: 593091<\/p>\n<p>Join by Skype for Business<br \/>\nhttps:\/\/bostonu.zoom.us\/skype\/93156372413<\/div>\n<\/div>\n\n<p><span style=\"font-weight: 400;\">For program specific inquiries and questions, please contact Aaron Beeler (<a href=\"mailto:beelera@bu.edu\">beelera@bu.edu<\/a>) and\/or Emily Ryan (<\/span><a href=\"mailto:ryanem@bu.edu\"><span style=\"font-weight: 400;\">ryanem@bu.edu<\/span><\/a><span style=\"font-weight: 400;\">.)\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For administrative support, please contact Katherine D\u2019Angelo (<a href=\"mailto:ktd@bu.edu\">ktd@bu.edu<\/a>.)\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To learn more details about the Hariri Institute\u2019s Focused Research Programs, <\/span><a href=\"https:\/\/www.bu.edu\/hic\/how-to-get-involved\/for-faculty\/focused-research-programs\/\"><span style=\"font-weight: 400;\">visit here<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Date: Friday, December 4, 2020 Time: 11:30am &#8211; 2:30pm Workshop Overview Each of the FRP Workshops will focus on a singular topic and\/or challenge that is integral to each of the individual thrusts. In the upcoming workshop, we will discuss approaches, challenges, and concepts (new and old) related to how molecules and chemical reactions are [&hellip;]<\/p>\n","protected":false},"author":8550,"featured_media":0,"parent":21805,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/pages\/21988"}],"collection":[{"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/users\/8550"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/comments?post=21988"}],"version-history":[{"count":20,"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/pages\/21988\/revisions"}],"predecessor-version":[{"id":22144,"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/pages\/21988\/revisions\/22144"}],"up":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/pages\/21805"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/hic\/wp-json\/wp\/v2\/media?parent=21988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}