{"672457":{"#nid":"672457","#data":{"type":"event","title":"BBISS Seminar Series - Peng Chen","body":[{"value":"\u003Ch2\u003EScientific Machine Learning for Predictive Digital Twins of Complex Systems\u003C\/h2\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EPeng Chen, Ph.D., Assistant Professor, School of Computational Science and Engineering, Georgia Tech\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EFebruary 1, 2024, 3 - 4 PM ET\u003Cbr \/\u003E\r\nHybrid Event - \u003Ca href=\u0022https:\/\/teams.microsoft.com\/l\/meetup-join\/19%3ameeting_NWM0NWY2YTgtYTExOC00ZWRlLTk0NmYtYWI1MzQ5YWY0YTBi%40thread.v2\/0?context=%7b%22Tid%22%3a%22482198bb-ae7b-4b25-8b7a-6d7f32faa083%22%2c%22Oid%22%3a%228caab3c0-de32-4942-a71b-f8f6e9d232f7%22%7d\u0022\u003ETeams Link\u003C\/a\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EBBISS Offices, 760 Spring Street, Suite 118\u003Cbr \/\u003E\r\nRefreshments will be served.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EAbstract\u003C\/strong\u003E: Predictive digital twins virtually represent complex physical systems by learning predictive models of the system from sensor data and enable decision-making to optimize future behavior under uncertainty. Peng Chen will present the key technology of scientific machine learning to enable predictive digital twins with applications to geoscience, materials science, natural hazards.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EBio\u003C\/strong\u003E: Peng Chen is an assistant professor at the School of Computational Science and Engineering. His research is driven by challenging problems that involve data-driven modeling, learning, and optimization of complex systems under uncertainty, and focuses on scientific machine learning, uncertainty quantification, Bayesian inference, experimental design, and stochastic optimization.\u003C\/p\u003E\r\n","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cspan\u003E\u003Cspan\u003E\u003Cspan\u003E\u003Cspan\u003E\u003Cspan\u003E\u003Cspan\u003EPredictive digital twins virtually represent complex physical systems by learning predictive models of the system from sensor data and enable decision-making to optimize future behavior under uncertainty. Peng Chen will present the key technology of scientific machine learning to enable predictive digital twins with applications to geoscience, materials science, natural hazards.\u003C\/span\u003E\u003C\/span\u003E\u003C\/span\u003E\u003C\/span\u003E\u003C\/span\u003E\u003C\/span\u003E\u003C\/div\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Peng Chen - Scientific Machine Learning for Predictive Digital Twins of Complex Systems"}],"uid":"36440","created_gmt":"2024-01-25 05:29:34","changed_gmt":"2024-01-25 16:27:14","author":"cli762","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2024-02-01T15:00:00-05:00","event_time_end":"2024-02-01T16:00:00-05:00","event_time_end_last":"2024-02-01T16:00:00-05:00","gmt_time_start":"2024-02-01 20:00:00","gmt_time_end":"2024-02-01 21:00:00","gmt_time_end_last":"2024-02-01 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"BBISS Offices, 760 Spring Street, Suite 118","extras":["free_food"],"hg_media":{"672863":{"id":"672863","type":"image","title":"BBISS Speaker Series_02_01_24_Chen.png","body":null,"created":"1706161768","gmt_created":"2024-01-25 05:49:28","changed":"1706161768","gmt_changed":"2024-01-25 05:49:28","alt":"BBISS Speaker Series Banner for Peng Chen","file":{"fid":"256188","name":"BBISS Speaker Series_02_01_24_Chen.png","image_path":"\/sites\/default\/files\/2024\/01\/25\/BBISS%20Speaker%20Series_02_01_24_Chen_0.png","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/2024\/01\/25\/BBISS%20Speaker%20Series_02_01_24_Chen_0.png","mime":"image\/png","size":711909,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/01\/25\/BBISS%20Speaker%20Series_02_01_24_Chen_0.png?itok=cR6yOkPN"}}},"media_ids":["672863"],"related_links":[{"url":"https:\/\/teams.microsoft.com\/l\/meetup-join\/19%3ameeting_NWM0NWY2YTgtYTExOC00ZWRlLTk0NmYtYWI1MzQ5YWY0YTBi%40thread.v2\/0?context=%7b%22Tid%22%3a%22482198bb-ae7b-4b25-8b7a-6d7f32faa083%22%2c%22Oid%22%3a%228caab3c0-de32-4942-a71b-f8f6e9d232f7%22%7d","title":"Teams Link for Virtual Participants"}],"groups":[{"id":"244191","name":"Brook Byers Institute for Sustainable Systems"}],"categories":[],"keywords":[{"id":"188360","name":"go-bbiss"},{"id":"132161","name":"BBISS"},{"id":"166896","name":"seminar"},{"id":"193448","name":"Peng Chen"},{"id":"9167","name":"machine learning"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:susan.ryan@gatech.edu\u0022\u003ESusan Ryan\u003C\/a\u003E, Program and Operations Manager, BBISS\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"671543":{"#nid":"671543","#data":{"type":"event","title":"Sustainable-X Hangout","body":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.\u003C\/p\u003E\r\n\r\n\u003Cp\u003ERegister to attend\u0026nbsp;\u003Ca href=\u0022https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_e57r1bZhLlTPqqG\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ehere\u003C\/a\u003E\u003C\/p\u003E\r\n","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your startup.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn how to become a social and environmental entrepreneur and get resources for your startup"}],"uid":"28161","created_gmt":"2023-12-12 19:07:54","changed_gmt":"2023-12-12 19:19:54","author":"Kjersti Lukens","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2024-02-27T15:00:00-05:00","event_time_end":"2024-02-27T16:00:00-05:00","event_time_end_last":"2024-02-27T16:00:00-05:00","gmt_time_start":"2024-02-27 20:00:00","gmt_time_end":"2024-02-27 21:00:00","gmt_time_end_last":"2024-02-27 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Hybrid \/ Scheller College of Business, Room 4426","extras":["free_food"],"hg_media":{"672556":{"id":"672556","type":"image","title":"susXhang.jpg","body":null,"created":"1702408484","gmt_created":"2023-12-12 19:14:44","changed":"1702408484","gmt_changed":"2023-12-12 19:14:44","alt":"Sustainable-X Hangout","file":{"fid":"255812","name":"headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_path":"\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","mime":"image\/jpeg","size":74605,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg?itok=lM29VjRS"}}},"media_ids":["672556"],"related_links":[{"url":"https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_9QBU1Rp7RohPY90","title":"Register here"}],"groups":[{"id":"583966","name":"CREATE-X"},{"id":"1274","name":"Scheller College of Business"},{"id":"477091","name":"Serve-Learn-Sustain"}],"categories":[],"keywords":[{"id":"193005","name":"hangout, sustainable-x, startups, career help"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EKjersti Lukens: klukens3@gatech.edu\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"671545":{"#nid":"671545","#data":{"type":"event","title":"Sustainable-X Hangout","body":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.\u003C\/p\u003E\r\n\r\n\u003Cp\u003ERegister to attend\u0026nbsp;\u003Ca href=\u0022\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_56HZG8PU8neBr4q\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ehere\u003C\/a\u003E\u003C\/p\u003E\r\n","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your startup.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn how to become a social and environmental entrepreneur and get resources for your startup"}],"uid":"28161","created_gmt":"2023-12-12 19:20:33","changed_gmt":"2023-12-12 19:25:13","author":"Kjersti Lukens","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2024-03-26T15:00:00-04:00","event_time_end":"2024-03-26T16:00:00-04:00","event_time_end_last":"2024-03-26T16:00:00-04:00","gmt_time_start":"2024-03-26 19:00:00","gmt_time_end":"2024-03-26 20:00:00","gmt_time_end_last":"2024-03-26 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Hybrid \/ Scheller College of Business, Room 4426","extras":["free_food"],"hg_media":{"672556":{"id":"672556","type":"image","title":"susXhang.jpg","body":null,"created":"1702408484","gmt_created":"2023-12-12 19:14:44","changed":"1702408484","gmt_changed":"2023-12-12 19:14:44","alt":"Sustainable-X Hangout","file":{"fid":"255812","name":"headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_path":"\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","mime":"image\/jpeg","size":74605,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg?itok=lM29VjRS"}}},"media_ids":["672556"],"related_links":[{"url":"https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_56HZG8PU8neBr4q","title":"Register here"}],"groups":[{"id":"583966","name":"CREATE-X"},{"id":"1274","name":"Scheller College of Business"},{"id":"477091","name":"Serve-Learn-Sustain"}],"categories":[],"keywords":[{"id":"193005","name":"hangout, sustainable-x, startups, career help"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EKjersti Lukens: klukens3@gatech.edu\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"671546":{"#nid":"671546","#data":{"type":"event","title":"Sustainable-X Hangout","body":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.\u003C\/p\u003E\r\n\r\n\u003Cp\u003ERegister to attend\u0026nbsp;\u003Ca href=\u0022https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_22ZHBa2WRq3SqCW\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ehere\u003C\/a\u003E\u003C\/p\u003E\r\n","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your startup.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn how to become a social and environmental entrepreneur and get resources for your startup"}],"uid":"28161","created_gmt":"2023-12-12 19:25:42","changed_gmt":"2023-12-12 19:27:45","author":"Kjersti Lukens","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2024-04-23T15:00:00-04:00","event_time_end":"2024-04-23T16:00:00-04:00","event_time_end_last":"2024-04-23T16:00:00-04:00","gmt_time_start":"2024-04-23 19:00:00","gmt_time_end":"2024-04-23 20:00:00","gmt_time_end_last":"2024-04-23 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Hybrid \/ Scheller College of Business, Room 4426","extras":["free_food"],"hg_media":{"672556":{"id":"672556","type":"image","title":"susXhang.jpg","body":null,"created":"1702408484","gmt_created":"2023-12-12 19:14:44","changed":"1702408484","gmt_changed":"2023-12-12 19:14:44","alt":"Sustainable-X Hangout","file":{"fid":"255812","name":"headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_path":"\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","mime":"image\/jpeg","size":74605,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg?itok=lM29VjRS"}}},"media_ids":["672556"],"related_links":[{"url":"https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_22ZHBa2WRq3SqCW","title":"Register here"}],"groups":[{"id":"583966","name":"CREATE-X"},{"id":"1274","name":"Scheller College of Business"},{"id":"477091","name":"Serve-Learn-Sustain"}],"categories":[],"keywords":[{"id":"193005","name":"hangout, sustainable-x, startups, career help"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EKjersti Lukens: klukens3@gatech.edu\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"671547":{"#nid":"671547","#data":{"type":"event","title":"Sustainable-X Hangout","body":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.\u003C\/p\u003E\r\n\r\n\u003Cp\u003ERegister to attend\u0026nbsp;\u003Ca href=\u0022https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_6Jd46NeNi5wWI4u\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ehere\u003C\/a\u003E\u003C\/p\u003E\r\n","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELearn how to become a social and environmental entrepreneur and get resources for your startup.\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Learn how to become a social and environmental entrepreneur and get resources for your startup"}],"uid":"28161","created_gmt":"2023-12-12 19:28:37","changed_gmt":"2023-12-12 19:31:05","author":"Kjersti Lukens","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2024-05-28T15:00:00-04:00","event_time_end":"2024-05-28T16:00:00-04:00","event_time_end_last":"2024-05-28T16:00:00-04:00","gmt_time_start":"2024-05-28 19:00:00","gmt_time_end":"2024-05-28 20:00:00","gmt_time_end_last":"2024-05-28 20:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Hybrid \/ Scheller College of Business, Room 4426","extras":["free_food"],"hg_media":{"672556":{"id":"672556","type":"image","title":"susXhang.jpg","body":null,"created":"1702408484","gmt_created":"2023-12-12 19:14:44","changed":"1702408484","gmt_changed":"2023-12-12 19:14:44","alt":"Sustainable-X Hangout","file":{"fid":"255812","name":"headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_path":"\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","image_full_path":"http:\/\/www.tlwarc.hg.gatech.edu\/\/sites\/default\/files\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg","mime":"image\/jpeg","size":74605,"path_740":"http:\/\/www.tlwarc.hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/12\/12\/headway-5QgIuuBxKwM-unsplash-1024x683.jpg?itok=lM29VjRS"}}},"media_ids":["672556"],"related_links":[{"url":"https:\/\/gatech.co1.qualtrics.com\/jfe\/form\/SV_6Jd46NeNi5wWI4u","title":"Register here"}],"groups":[{"id":"583966","name":"CREATE-X"},{"id":"1274","name":"Scheller College of Business"},{"id":"477091","name":"Serve-Learn-Sustain"}],"categories":[],"keywords":[{"id":"193005","name":"hangout, sustainable-x, startups, career help"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"10377","name":"Career\/Professional development"},{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EKjersti Lukens: klukens3@gatech.edu\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}