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The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
The Neural Tangent Kernel (NTK) viewpoint represents a valuable approach to examine the training dynamics of Physics-Informed Neural Networks (PINNs) in the infinite width limit.
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