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Teaching your neural network to "respect" Physics As universal function approximators, neural networks can learn to fit any dataset produced by complex functions. With deep neural networks, overfitting is not a feature. It is a bug. Let us consider a hypothetical set of experiments. You throw a ball up (or at an angle), and note down the height ...
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