Code of the paper "Accelerating Natural Gradient Descent for PINNs with Randomized Numerical Linear Algebra": the randngd package (natural gradient descent preconditioned with randomized Nyström approximations and randomly pivoted partial Cholesky) and the example scripts of the paper's PDE problems.
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Bioli et al. (2026) studied this question.
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