Scaling SciML Algorithms for high-dimensional PDEs
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Johns Hopkins University
March 23, 2024
Physics Constrained Machine Learning for Scientific Computing
Danielle Robinson
Amazon Web Services AI Labs
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Enforcing Structure in Scientific Machine Learning for Computational Decision Support & Digital Twins
Karthik Duraisamy
University of Michigan
March 23, 2024
Quasi Real-Time Simulations with Neural Networks for Industrial Applications
Yu-Chin Chan
Siemens Technology
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A local, low-dimensional Machine Learning based PDE Solver for modeling engineering applications
Rishikesh Ranade
ANSYS
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Machine Learning and Reduced Order Modeling for Large-Scale Industrial Digital Twins
David Knezevic
Akselos
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Phase Field Models and Continuous Data Assimilation
Amanda Diegel
Mississippi State University
March 15, 2024