ENTITY Two-Layer Physics-Informed Neural Networks

Two-Layer Physics-Informed Neural Networks

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TOOL · CL_128604 · Jul 7 · 04:00

New research guarantees convergence for physics-informed neural networks trained with SGD

Researchers have established the linear convergence of stochastic gradient descent (SGD) for training over-parameterized two-layer physics-informed neural networks (PINNs) when solving the Poisson equation. This analysi…

New research guarantees convergence for physics-informed neural networks trained with SGD