high-dimension Poisson equation

The 'high-dimension Poisson equation' dataset/benchmark is used to evaluate the performance of physics-informed neural networks (PINNs) in solving partial differential equations, particularly focusing on their ability to handle rapidly changing solutions.

Papers using high-dimension Poisson equation (2)

PINNsFailureRegion Localization and Refinement through White-box AdversarialAttack2023 · 1 citesBinary structured physics-informed neural networks for solving equations with rapidly changing solutions2024 · 11 cites