{"id":653,"date":"2018-05-14T09:52:43","date_gmt":"2018-05-14T13:52:43","guid":{"rendered":"https:\/\/events.mcs.cmu.edu\/mlse\/?page_id=653"},"modified":"2018-05-23T10:31:11","modified_gmt":"2018-05-23T14:31:11","slug":"civil-engineering-program","status":"publish","type":"page","link":"https:\/\/events.mcs.cmu.edu\/mlse\/civil-engineering-program\/","title":{"rendered":"Civil Engineering Program"},"content":{"rendered":"<div id=\"pl-653\"  class=\"panel-layout\" >\n<div id=\"pg-653-0\"  class=\"panel-grid panel-no-style\" >\n<div id=\"pgc-653-0-0\"  class=\"panel-grid-cell\"  data-weight=\"1\" >\n<div id=\"panel-653-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"0\" >\n<div class=\"so-widget-sow-editor so-widget-sow-editor-base\">\n<div class=\"siteorigin-widget-tinymce textwidget\">\n<h2>June 7th<\/h2>\n<ul>\n<li>session title &#8211;<\/li>\n<li>9:00-9:30 &#8211;<\/li>\n<li>9:30-10:00 &#8211;<\/li>\n<li>10:00-10:30 &#8211;<\/li>\n<li>break &#8211;<\/li>\n<li>11:00-11:30 &#8211; Sam Coogan (Georgia Institute of Technology) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/coogan_abstract.docx\">Low-Rank Structure in Traffic Flow<\/a>\u201d<\/li>\n<li>11:30-12:00 &#8211; Sean Qian (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/ML-DPFE.docx\">Estimating multi-year 24\/7 origin-destination demand using high-granular multi-source traffic data<\/a>\u201d<\/li>\n<li>12:00-12:30 &#8211;<\/li>\n<li>12:30-1:30 &#8211; lunch\/posters<\/li>\n<li>1:30-2:30 &#8211; plenary<\/li>\n<li>session title &#8211;<\/li>\n<li>2:30-3:00 &#8211; Lucio Soibelman (University of Southern California) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Abstract_Soibelman_ML-in-Science-and-Engineering-Pittsburgh.doc\">A Talk on Data Management Research with Emphasis on Smart Buildings<\/a>\u201d<\/li>\n<li>3:00-3:30 &#8211; Jos\u00e9 V\u00e1zquez-Canteli (University of Texas, Austin) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/04\/Abstract-VazquezCanteliJoseR.docx\">Deep Reinforcement Learning for Urban Energy Management<\/a>\u201d<\/li>\n<li>3:30-4:00 &#8211; Burcu Akinci (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-Akinci-Abstract.docx\">Creation and Update of Building Information Models from 3D Imaging Technologies and Existing Data Sources to Support Facility Operations and Management<\/a>\u201d<\/li>\n<li>break &#8211;<\/li>\n<li>4:30-5:00 &#8211; Mani Golparvar-Fard (University of Illinois at Urbana-Champaign) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Visual-Data-and-Predictive-Analytics-for-Proactive-Project-Controls-on-Construction-Sites.pdf\">Visual Data and Predictive Analytics for Proactive Project Controls on Construction Sites<\/a>\u201d<\/li>\n<li>5:00-5:30 &#8211; Mario Berges (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-template-mberges.docx\">TBA<\/a>\u201d<\/li>\n<li>5:30-6:00 &#8211; Henning Lange (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-henning.docx\">Variational State Estimation for Time Series encountered in the Building Domain<\/a>\u201d<\/li>\n<\/ul>\n<h2>June 8th<\/h2>\n<ul>\n<li>session title<\/li>\n<li>9:00-9:30 &#8211; Charles Farrar (Los Alamos National Laboratory) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Abstract_CMU_MLSE-format.pdf\">Unsupervised Learning Approaches to Structural Health Monitoring Data Normalization<\/a>\u201d<\/li>\n<li>9:30-10:00 &#8211; Milad Memarzadeh (UC Berkeley) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Abstract_CMU.pdf\">Quantifying resilience of infrastructure systems to extreme events<\/a>\u201d<\/li>\n<li>10:00-10:30 &#8211; Ankit Agarwal (Northwestern University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Agrawal_MLSE18_SHM.pdf\">Deep Transfer Learning Based Pavement and Structural Health Monitoring<\/a>\u201d<\/li>\n<li>break<\/li>\n<li>11:00-11:30 &#8211; Mohammad Jahanshahi (Purdue University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE_Jahanshahi_abstract_NB_CNN_2018-03-30.pdf\">Deep Convolutional Neural Network and Na\u00efve Bayes Data Fusion for Crack Detection in Inspection Videos<\/a>\u201d<\/li>\n<li>11:30-12:00 &#8211; Jingxiao Liu (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE_abstrct_Jingxiao.docx\">A Damage Localization and Quantification Algorithm for Indirect Structural Health Monitoring of Bridges Using Multi-Task Learning<\/a>\u201d<\/li>\n<li>12:00-12:30 &#8211; Xinghzheng Lu (Tsinghua University) \u2013 \u201cImproving the accuracy of near-real-time seismic loss estimation using post-earthquake remote sensing images and logistic classification method<\/li>\n<li>12:30-1:30 &#8211; lunch\/posters<\/li>\n<li>1:30-2:30 &#8211; plenary<\/li>\n<li>session title &#8211;<\/li>\n<li>2:30-3:00 &#8211;<\/li>\n<li>3:00-3:30 &#8211;<\/li>\n<li>3:30-4:00 &#8211;<\/li>\n<li>break &#8211;<\/li>\n<li>4:30-5:00 &#8211;<\/li>\n<li>5:00-5:30 &#8211;<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"panel-653-0-0-1\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"1\" data-style=\"{&quot;background_image_attachment&quot;:false,&quot;background_display&quot;:&quot;tile&quot;,&quot;iw-visible-screen&quot;:&quot;iw-all&quot;,&quot;iw-visible-layout&quot;:&quot;iw-all&quot;}\" >\n<div class=\"so-widget-sow-editor so-widget-sow-editor-base\">\n<div class=\"siteorigin-widget-tinymce textwidget\">\n<h3 style=\"text-align: center;\">Posters<\/h3>\n<p>Ivan Mutis (Illinois Institute of Technology, Chicago) \u2013 \u201cON THE IMPROVED ESTIMATION OF LIVING SPACE OCCUPANCY USING HUMAN POSES INFERRED WITH COMPUTER VISION AND DEEP LEARNING TO AUTOMATE COMFORT CONTROLS\u201d<\/p>\n<p>Fabricio Flores (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-template_.docx\">People counting in indoor environments for improving energy efficiency of HVAC systems\u201d<\/a><\/p>\n<p>Zhiang Zhang (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-Zhang.pdf\">A Deep Reinforcement Learning Approach to Using Whole Building Energy Model for Energy Efficient and Thermal Comfort Control of a Radiant Heating System\u201d<\/a><\/p>\n<p>Jingxiao Liu (Carnegie Mellon University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE_abstrct_Jingxiao.docx\">A Damage Localization and Quantification Algorithm for Indirect Structural Health Monitoring of Bridges Using Multi-Task Learning<\/a>\u201d<\/p>\n<p>Yongjia Xu (Tsinghua University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Improving-the-accuracy-of-near-real-time-seismic-loss-estimation-using-post-earthquake-remote-sensing-images-and-logistic-classification-method-1.pdf\">Improving the accuracy of near-real-time seismic loss estimation using post-earthquake remote sensing images and logistic classification method<\/a>\u201d<\/p>\n<p>Zhen Liu (Michigan Technological University) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Abstract-for-CMU-GT-Symposium.pdf\">Deep Learning with Convolutional Neural Network for the Stability Analysis of Geosystems<\/a>\u201d<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>June 7th session title &#8211; 9:00-9:30 &#8211; 9:30-10:00 &#8211; 10:00-10:30 &#8211; break &#8211; 11:00-11:30 &#8211; Sam Coogan (Georgia Institute of Technology) \u2013 \u201cLow-Rank Structure in Traffic Flow\u201d 11:30-12:00 &#8211; Sean Qian (CMU) \u2013 \u201cEstimating multi-year 24\/7 origin-destination demand using high-granular multi-source traffic data\u201d 12:00-12:30 &#8211; 12:30-1:30 &#8211; lunch\/posters 1:30-2:30 &#8211; [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-653","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P9mDlk-ax","_links":{"self":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/653","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/comments?post=653"}],"version-history":[{"count":8,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/653\/revisions"}],"predecessor-version":[{"id":855,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/653\/revisions\/855"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/media\/5"}],"wp:attachment":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/media?parent=653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}