Artificial Intelligence and Machine Learning for Materials I

Monday, September 30, 2024: 1:00 PM-3:00 PM
24 (Huntington Convention Center)
Prof. S. Mohadeseh Taheri-Mousavi, Carnegie Mellon University
1:00 PM
Inverse Design of Materials with Lab Automation and AI-driven Experimentation
Dr. Joshua Stuckner, NASA Glenn Research Center
1:40 PM
Micromechanics Surrogate Model for Fatigue Life Prediction of Polymer and Ceramic Matrix Composites
Dr. Brandon Hearley, NASA Glenn Research Center; Dr. Steven M. Arnold, NASA Glenn Research Center
2:00 PM
Materials Manufacturing Optimization via Coupled Artificial Intelligence, Simulation, and Experiments
Dr. Noah Paulson, Argonne National Laboratory; Mr. Marcus Schwarting, University of Chicago; Dr. Debolina Dasgupta, Argonne National Laboratory; Dr. William Klinzing, 3M; Dr. Alex Flage, 3M; Dr. Benjamin Blaiszik, University of Chicago, Argonne National Laboratory; Dr. Ian Foster, University of Chicago, Argonne National Laboratory
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