7edccc661418aeb5761dbcdc06ad490c-Paper.pdf
–Neural Information Processing Systems
We prove that when a PDE's coefficients are representable bysmall neural networks, theparameters required toapproximate its solution scale polynomially with the input dimensiond and proportionally to the parameter counts of the coefficient networks.
Neural Information Processing Systems
Feb-9-2026, 13:06:41 GMT
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