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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 41–50 of 347 papers

Title	Date	Tasks	Status	Hype
Improved Operator Learning by Orthogonal Attention	Oct 19, 2023	Operator learning	CodeCode Available	1
Learning to Predict Structural Vibrations	Oct 9, 2023	Operator learningPDE Surrogate Modeling	CodeCode Available	1
Fine-Tune Language Models as Multi-Modal Differential Equation Solvers	Aug 9, 2023	Efficient Neural NetworkLanguage Modeling	CodeCode Available	1
Operator Learning with Neural Fields: Tackling PDEs on General Geometries	Jun 12, 2023	Operator learningSpatio-Temporal Forecasting	CodeCode Available	1
An enrichment approach for enhancing the expressivity of neural operators with applications to seismology	Jun 7, 2023	Operator learning	CodeCode Available	1
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data	May 30, 2023	Operator learning	CodeCode Available	1
Kernel Methods are Competitive for Operator Learning	Apr 26, 2023	Operator learningUncertainty Quantification	CodeCode Available	1
In-Context Operator Learning with Data Prompts for Differential Equation Problems	Apr 17, 2023	Operator learning	CodeCode Available	1
GNOT: A General Neural Operator Transformer for Operator Learning	Feb 28, 2023	Operator learning	CodeCode Available	1
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design	Feb 25, 2023	Operator learning	CodeCode Available	1

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