most citedDissipative Hamiltonian Neural Networks: Learning Dissipative and Conservative Dynamics Separately

17 citations · 17 across the 1 of their papers we have counts for

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cs.LG2022★ 17 cited

Dissipative Hamiltonian Neural Networks: Learning Dissipative and Conservative Dynamics Separately

Andrew Sosanya, Sam Greydanus

Understanding natural symmetries is key to making sense of our complex and ever-changing world. Recent work has shown that neural networks can learn such symmetries directly from d…