The Limitations of Physics Informed Neural Networks in AI Training

Physics informed neural networks (PINNs) struggle to generalize from limited datasets, particularly in self-driving applications. The majority of training data focuses on standard driving scenarios, which hampers the model's ability to avoid obstacles like houses.

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