2025 "neural operator learning" Papers

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MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations

Yan Xie, Minrui Lv, Chen-Song Zhang

ICLR 2025poster
1
citations

RIGNO: A Graph-based Framework For Robust And Accurate Operator Learning For PDEs On Arbitrary Domains

Sepehr Mousavi, Shizheng Wen, Levi Lingsch et al.

NeurIPS 2025oralarXiv:2501.19205

SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs

Mingquan Feng, Yixin Huang, Weixin Liao et al.

ICLR 2025poster
1
citations