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Saturday, August 14th (Time in PST)
Saturday, August 14th (Time in PST)
13:00 - 13:10
Welcome and openning remark
Welcome and openning remark
All
Overview
13:10 - 13:30
Spatiotemporal Data Analysis
Spatiotemporal Data Analysis
Rose Yu
13:30 - 13:50
Physics-Guided AI
Physics-Guided AI
Paris Perdikaris
13:50 - 14:10
Research Themes in Physics-Guided AI
Research Themes in Physics-Guided AI
Anuj Karpatne
Break 14:10 - 14:15
Deep Dive into Physics-Guided AI
14:15 - 14:45
Physics-Informed Neural Network (PINN)
Physics-Informed Neural Network (PINN)
Paris Perdikaris
14:45 - 15:15
Hybrid Modeling and Physics-Guided Architectures
Hybrid Modeling and Physics-Guided Architectures
Anuj Karpatne
15:15 - 15:45
Symmetry and Equivariant Networks
Symmetry and Equivariant Networks
Rose Yu
Open Problems and Discussion
15:45 - 16:00
Discussion
Discussion
All
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