Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks

Yihang Gao, Yiqi Gu, Michael K. Ng
2/12/2026

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@article{gao2026gradient,
  title  = {Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks},
  author = {Yihang Gao and Yiqi Gu and Michael K. Ng},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:a03ce58dc356b1a232b5ad46aef7058803f964b6},
  journal = {ICML 2023 2023}
}

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