SOTAVerified|Agents Browse Leaderboard About

Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 111–120 of 347 papers

Title	Date	Tasks	Status	Hype	Score
Interpreting and generalizing deep learning in physics-based problems with functional linear models	Jul 10, 2023	Deep LearningOperator learning	CodeCode Available	0	5
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space	May 3, 2024	Computational EfficiencyOperator learning	CodeCode Available	0	5
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design	Apr 4, 2025	GPUKolmogorov-Arnold Networks	CodeCode Available	0	5
Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems	Feb 18, 2024	Operator learning	CodeCode Available	0	5
A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements	Apr 1, 2022	Operator learning	CodeCode Available	0	5
Importance Weight Estimation and Generalization in Domain Adaptation under Label Shift	Nov 29, 2020	Domain AdaptationGeneralization Bounds	CodeCode Available	0	5
HyperbolicLR: Epoch insensitive learning rate scheduler	Jul 21, 2024	image-classificationImage Classification	CodeCode Available	0	5
GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications	Jun 5, 2024	Operator learning	CodeCode Available	0	5
Convolutional Analysis Operator Learning: Acceleration and Convergence	Feb 15, 2018	Dictionary LearningOperator learning	CodeCode Available	0	5
Geometry aware inference of steady state PDEs using Equivariant Neural Fields representations	Apr 24, 2025	Operator learningSuper-Resolution	CodeCode Available	0	5

Show:10 25 50

← PrevPage 12 of 35Next →

No leaderboard results yet.