ICLR "neural operators" 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
18
citations

Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations

Takashi Furuya, Koichi Taniguchi, Satoshi Okuda

ICLR 2025posterarXiv:2410.02151
4
citations

Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations

Abdolmehdi Behroozi, Chaopeng Shen, Daniel Kifer

ICLR 2025posterarXiv:2505.08740
5
citations

Solving Differential Equations with Constrained Learning

Viggo Moro, Luiz Chamon

ICLR 2025posterarXiv:2410.22796
1
citations

Zero-shot Imputation with Foundation Inference Models for Dynamical Systems

Patrick Seifner, Kostadin Cvejoski, Antonia Körner et al.

ICLR 2025posterarXiv:2402.07594
9
citations