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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 91–100 of 347 papers

Title	Date	Tasks	Status	Hype	Score
Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method	Mar 5, 2024	Operator learning	CodeCode Available	0	5
Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem Solving	Aug 5, 2024	Geometry-based operator learningMulti-Task Learning	CodeCode Available	0	5
Algorithmically Designed Artificial Neural Networks (ADANNs): Higher order deep operator learning for parametric partial differential equations	Feb 7, 2023	Operator learning	CodeCode Available	0	5
LeMON: Learning to Learn Multi-Operator Networks	Aug 28, 2024	Meta-LearningOperator learning	CodeCode Available	0	5
Loss Terms and Operator Forms of Koopman Autoencoders	Dec 5, 2024	FormOperator learning	CodeCode Available	0	5
DFU: scale-robust diffusion model for zero-shot super-resolution image generation	Nov 30, 2023	Image GenerationOperator learning	CodeCode Available	0	5
Diffeomorphically Learning Stable Koopman Operators	Dec 8, 2021	Operator learning	CodeCode Available	0	5
Neural Functional: Learning Function to Scalar Maps for Neural PDE Surrogates	May 19, 2025	Operator learning	CodeCode Available	0	5
Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems	Feb 18, 2024	Operator learning	CodeCode Available	0	5
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning	Nov 2, 2022	Operator learningQuantum Machine Learning	CodeCode Available	0	5

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