23rd Biennial Conference of the APS Topical Group on Shock Compression of Condensed Matter
Volume 68, Number 8
Monday–Friday, June 19–23, 2023;
Chicago, Illinois
Session Index
Session M02: Machine Learning for Energetic Materials II
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Show Abstracts |
Chair: Sunil Dwivedi, Naval Surface Warfare Center Indian Head Division
Room: Sheraton Grand Chicago Riverwalk Sheraton 3
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Tuesday, June 20, 2023
2:15PM - 2:30PM
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M02.00001: Prediction of Explosive Performance and Safety Parameters Using Derivatized SMILES Data
Jack V Davis, Frank Marrs, Mike Grosskopf, Marc J Cawkwell, Virginia W Manner
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Tuesday, June 20, 2023
2:30PM - 2:45PM
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M02.00002: Out-of-sample Transition Temperature Predictions via Physics-informed Transfer Learning
Joshua Lansford, Brian C Barnes, Klavs F Jensen
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Tuesday, June 20, 2023
2:45PM - 3:00PM
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M02.00003: Machine learning models for energetic materials properties using multi-task learning
Robert J Appleton, Daniel Klinger, Brian H Lee, Alejandro H Strachan, Samuel Blankenship, Sohee Kim, Michael Taylor, Brian C Barnes, Steven F Son
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Tuesday, June 20, 2023
3:00PM - 3:15PM
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M02.00004: A Data Fusion Approach for Quantitative Property Prediction Using Natural Language Processing
Allen Garcia, Zois Boukouvalas, Francis G VanGessel, Ruth Doherty, Peter W Chung
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