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Summary
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Classroom Contents
Competitive Physics Informed Networks - Overcoming Limitations in PDE Solutions
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- 1 Introduction
- 2 History of Neural Networks
- 3 Physics Informed Neural Networks
- 4 The Problem
- 5 Simultaneous Gradient Descent
- 6 Linearization
- 7 Gradient Descent
- 8 Cross Derivatives
- 9 Nash Equilibrium
- 10 Ablation Study
- 11 Stokes Training
- 12 Summary
- 13 Questions
- 14 Forward Pass Computation
- 15 Discussion Question
