"fourier neural operator" Papers

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Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators

Wenhan Gao, Ruichen Xu, Yuefan Deng et al.

ICLR 2025poster

F-Adapter: Frequency-Adaptive Parameter-Efficient Fine-Tuning in Scientific Machine Learning

Hangwei Zhang, Chun Kang, Yan Wang et al.

NeurIPS 2025posterarXiv:2509.23173

Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics

Alberto Pepe, Mattia Montanari, Joan Lasenby

ICLR 2025poster

Infinite Neural Operators: Gaussian processes on functions

Daniel Augusto de Souza, Yuchen Zhu, Jake Cunningham et al.

NeurIPS 2025posterarXiv:2510.16675

Component Fourier Neural Operator for Singularly Perturbed Differential Equations

Ye Li, Ting Du, Yiwen Pang et al.

AAAI 2024paperarXiv:2409.04779

Neural Operators with Localized Integral and Differential Kernels

Miguel Liu-Schiaffini, Julius Berner, Boris Bonev et al.

ICML 2024poster