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Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
In the context of PDE solvers, recent works have shown that Lie point symmetries can be a useful inductive bias for Physics-Informed Neural Networks (PINNs) through data and loss augmentation.
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