{"id":660,"date":"2018-05-14T10:07:47","date_gmt":"2018-05-14T14:07:47","guid":{"rendered":"https:\/\/events.mcs.cmu.edu\/mlse\/?page_id=660"},"modified":"2018-06-03T22:35:39","modified_gmt":"2018-06-04T02:35:39","slug":"materials-science-and-engineering-program","status":"publish","type":"page","link":"https:\/\/events.mcs.cmu.edu\/mlse\/materials-science-and-engineering-program\/","title":{"rendered":"Materials Science and Engineering Program"},"content":{"rendered":"<div id=\"pl-660\" class=\"panel-layout\">\n<div id=\"pg-660-0\" class=\"panel-grid panel-no-style\">\n<div id=\"pgc-660-0-0\" class=\"panel-grid-cell\">\n<div id=\"panel-660-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\">\n<div class=\"so-widget-sow-editor so-widget-sow-editor-base\">\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\tJune 7th<\/p>\n<ul>\n<li>Session Title<\/li>\n<li>9:00-9:30 &#8211; James Warren (NIST) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Warren-Abstract-CMU.docx\">US Materials Genome Project<\/a>\u201d<\/li>\n<li>9:30-10:00 &#8211; Surya Kalidindi (Georgia Tech) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/abstract-data-science.docx\">Data Analytics for Mining Process-Structure-Property Linkages for Hierarchical Materials<\/a>\u201d<\/li>\n<li>10:00-10:30 &#8211; Ichiro Takeuchi (Maryland) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Takeuchi-abstract.docx\">Combinatorial Experimentation and Machine Learning for Materials Discovery<\/a>\u201d<\/li>\n<li>break<\/li>\n<li>11:00-11:30 &#8211; Patrick Riley (Google) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/abstract.txt\">High-throughput screening of metal oxides<\/a>\u201d<\/li>\n<li>11:30-12:00 &#8211; Jay Whitacre (CMU) \u2013 \u201cAn autonomous test stand driven by ML-informed decision making for co-optimized electrochemically functional materials systems: conceptual framework and progress to date\u201d<\/li>\n<li>12:00-12:30 &#8211; Newell Washburn (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-Washburn.docx\">Machine Learning from Small Data: Modeling Response Surfaces in 3D Printing<\/a>\u201d<\/li>\n<li>12:30-1:30 &#8211; lunch\/posters<\/li>\n<li>1:30-2:30 &#8211; plenary<\/li>\n<li>Session Title<\/li>\n<li>2:30-3:00 &#8211; Dane Morgan (Wisconsin) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-Dane-Morgan.docx\">Machine Learning Applications in Materials Data and Imaging<\/a>\u201d<\/li>\n<li>3:00-3:30 &#8211; Jennifer Carter (CWRU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/RapidAlloyAbstract180409.docx\">Mapping Multivariate Influence of Alloying Elements on Creep Behavior for New Martensitic Steels<\/a>\u201d<\/li>\n<li>3:30-4:00 &#8211; Prasanna Balachandran (Virginia) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/2018_PBalachandran_UVA.docx\">Guiding the search for novel functional materials using machine learning<\/a>\u201d<\/li>\n<li>break<\/li>\n<li>4:30-5:00 &#8211; Zi-Kui Liu (Penn State) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/2018-06-06-CMU-ML.docx\">Machine Learning in CALPHAD Modeling for Materials Design and Manufacturing<\/a>\u201d<\/li>\n<li>5:00-5:30 &#8211; Tim Mueller (Johns Hopkins) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Mueller-abstract.docx\">The effective use of data in materials research<\/a>\u201d<\/li>\n<li>5:30-6:00 &#8211; Laura Bartolo (Northwestern) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-Bartolo.docx\">CHiMaD Data Efforts as part of the Materials Information Infrastructure<\/a>\u201d<\/li>\n<\/ul>\n<p>June 8th<\/p>\n<ul>\n<li>Session Title<\/li>\n<li>8:30-9:00 &#8211; Elizabeth Holm (CMU) \u2013 \u201cTBA\u201d<\/li>\n<li>9:00-9:30 &#8211; Ankit Agrawal (Northwestern) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Agrawal_MLSE18_materials.pdf\">Materials Informatics and Big Data: Realization of 4th Paradigm of Science in Materials Science<\/a>\u201d<\/li>\n<li>9:30-10:00 &#8211; Gilad Kusne (NIST) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Kusne-Abstract-MLSE-180425a.docx\">Autonomous Materials Research Systems: Phase Mapping<\/a>\u201d<\/li>\n<li>10:00-10:30 &#8211; Olexandr Isayev (UNC) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MatInfo2018.docx\">Cheminformatics-Inspired Materials Discovery Platform<\/a>\u201d<\/li>\n<li>break<\/li>\n<li>11:00-11:30 &#8211; Turab Lookman (LANL) \u2013 \u201cAccelerated search for materials with targeted properties\u201d<\/li>\n<li>11:30-12:00 &#8211; Anjana Talaptra (TAMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE_abstract.docx\">Towards an Autonomous Efficient Materials Discovery Framework: An Example of Optimal Experiment Design Under Model Uncertainty<\/a>\u201d<\/li>\n<li>12:00-12:30 &#8211; Brian DeCost (NIST) \u2013 \u201cActive clustering for accelerated phase diagram acquisition for metal-insulator transition materials\u201d<\/li>\n<li>12:30-1:30 &#8211; lunch\/posters<\/li>\n<li>1:30-2:30 &#8211; plenary<\/li>\n<li>Session Title<\/li>\n<li>2:30-3:00 &#8211; Chiwoo Park (FSU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-park.pdf\">Visual Analytics for Dynamic Material Imaging<\/a>\u201d<\/li>\n<li>3:00-3:30 &#8211; Saransh Singh (CMU) \u2013 \u201cMachine Learning of Electron Diffraction Patterns\u201d<\/li>\n<li>3:30-4:00 &#8211; Valentin Stanev (Maryland) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/CMU_abstract_2018.pdf\">Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering<\/a>\u201d<\/li>\n<li>4:00-4:30 &#8211; Jason Hattrick-Simpers (NIST) \u2013 \u201cIterative Machine Learning \u2013 High Throughput Experimental Platform for the Discovery of Novel Amorphous Alloys\u201d<\/li>\n<li>4:30-5:00<\/li>\n<li>5:00-5:30<\/li>\n<li>5:30-6:00<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"panel-660-0-0-1\" class=\"so-panel widget widget_sow-editor panel-last-child\">\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>Christopher Kantzos (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLConferenceAbstract.docx\">Use of Advanced Regression and Computer Vision Techniques for Evaluation of Process Parameter Modifications for Metal Additive Manufacturing<\/a>\u201d<\/p>\n<p>Aditya Menon (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-2018-Abstract.docx\">Understanding particle and solution variables for optimization of dispersant composition in pozzolan modified ordinary portland cement via gaussian process regression<\/a>\u201d<\/p>\n<p>Jennifer Bone (CMU) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/HML_Abstract_short_JB.pdf\">Developing High-Fidelity 3D Printed Biomaterial Constructs Using Hierarchical Machine Learning and Bayesian Statistical Analysis<\/a>\u201d<\/p>\n<p>Brian DeCost (NIST) \u2013 \u201cDynamic experimental design for spatially-resolved electrochemical measurements\u201d<\/p>\n<p>Sepideh Hashemi (GT) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/MLSE-abstract-Hashemi.pdf\">Process-structure linkage for static recrystallization of cubic materials<\/a>\u201d<\/p>\n<p>Andrew Castillo (GT) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Abstract_CMU.docx\">Bayesian Framework for the Estimation of the Single Crystal Parameters from Spherical Indentation Stress-Strain Measurements<\/a>\u201d<\/p>\n<p>Deepak Kamal (GT) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/Polymer-Genome-Abstract.pdf\">Polymer Genome: A Data-powered Polymer Informatics Platform for Property Predictions<\/a>\u201d<\/p>\n<p>Matthew Barry (GT) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/abstractMatthewBarry.docx\">Machine Learning for the Prediction of Atomic Displacement Energies<\/a>\u201d<\/p>\n<p>Apaar Shanker (GT) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/PyMKS_abstract_final.docx\">Materials Knowledge Systems in Python (PyMKS) \u2013 An Open Source Data Science Framework for Accelerated Development of Hierarchical Materials<\/a>\u201d<\/p>\n<p>David Montes de Oca Zapiain (GT) \u2013 \u201c<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/ninja-forms\/2\/David_Montes_de_Oca_Zapiain_Abstract.pdf\">Prediction of the plastic response of polycrystalline materials subjected to a periodic boundary condition using Material Knowledge Systems.<\/a>\u201d<\/p>\n<p>James Peerless (NC State) &#8211; &#8220;<a href=\"https:\/\/events.mcs.cmu.edu\/mlse\/wp-content\/uploads\/sites\/2\/2018\/06\/MatSci-Peerless.pdf\">Uncertainty Quantification of Atomistic Partial Charges in Liquid Phase Molecular Dynamics<\/a>&#8221;<\/p>\n<p>Patxi Fernandez-Zelaia (GT) &#8211; TBD<\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>June 7th Session Title 9:00-9:30 &#8211; James Warren (NIST) \u2013 \u201cUS Materials Genome Project\u201d 9:30-10:00 &#8211; Surya Kalidindi (Georgia Tech) \u2013 \u201cData Analytics for Mining Process-Structure-Property Linkages for Hierarchical Materials\u201d 10:00-10:30 &#8211; Ichiro Takeuchi (Maryland) \u2013 \u201cCombinatorial Experimentation and Machine Learning for Materials Discovery\u201d break 11:00-11:30 &#8211; Patrick Riley (Google) [&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-660","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P9mDlk-aE","_links":{"self":[{"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/660","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=660"}],"version-history":[{"count":16,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/660\/revisions"}],"predecessor-version":[{"id":962,"href":"https:\/\/events.mcs.cmu.edu\/mlse\/wp-json\/wp\/v2\/pages\/660\/revisions\/962"}],"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=660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}