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Thursday, 1:45 PM - 3:30 PM

Technical Session

Session Chairs:
 
 

Presentations

Note: Presentations may start a few minutes before the time listed in the schedule.

Participant RoleDetailsStart TimeMinutesAction
Submission3d Microstructure and Finite Element Modeling of the Mechanical Behavior of Cast Irons Using Deep Learning for Metallographic Analysis01:45 PM21View
SubmissionComputational Discovery of Microstructured Composites With Optimal Stiffness-Toughness Trade-Offs02:06 PM21View
SubmissionPhysics-Based Machine Learning Model for Predicting Rail Failures Due to Internal Defects02:27 PM21View
SubmissionGeom-Deeponet: A Point-Cloud-Based Deep Operator Network for Field Predictions on 3d Parameterized Geometries02:48 PM21View
Total:84 Minute(s)

12-06-01: Scientific Machine Learning (SciML) for Characterization, Modeling, and Design of Structures and Materials