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ENTITY random-feature Hamiltonian neural networks

random-feature Hamiltonian neural networks

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    New neural network predicts Hamiltonian chaos beyond training data

    Researchers have developed a new type of Hamiltonian neural network (RF-HNN) capable of predicting Hamiltonian chaos in dynamical systems, even in regimes not present in its training data. Unlike conventional HNNs, the …