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Hénon-Heiles system
Hénon-Heiles system
PulseAugur coverage of Hénon-Heiles system — every cluster mentioning Hénon-Heiles system across labs, papers, and developer communities, ranked by signal.
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New kernel methods improve Hamiltonian system simulation with limited data
Researchers have developed new kernel-based methods for simulating Hamiltonian systems using trajectory data. These methods, including a two-step and a one-step approach, aim to accurately forecast system behavior and l…
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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 …