LieSD: data-driven discovery of continuous Lie symmetries and Lie algebra generators from trained neural networks, supporting vector, multi-channel, and tensor data without group sampling.
machine-learning lie-groups lie-algebra equivariance scientific-machine-learning tensor-data data-driven-discovery equivariant-neural-networks symmetry-discovery lie-symmetry infinitesimal-generators continuous-symmetry
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Updated
Apr 27, 2025 - Python