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arxiv.org
SympGNNs: Symplectic graph neural networks for identifying high...
Abstract Existing neural network models to learn Hamiltonian systems, such as SympNets, although accurate in low-dimensions, struggle to learn the correct dynamics for high-dimensional many-body systems. Herein, we in...