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🏢 BMW AG

The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
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AI Generated AI Theory Optimization 🏢 BMW AG
Physics-Informed Neural Networks (PINNs) training dynamics for nonlinear PDEs are fundamentally different than linear ones; this paper reveals why using second-order methods is crucial for solving non…