SOTAVerified

Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 347 papers

TitleStatusHype
Data Complexity Estimates for Operator Learning—0
Data-Driven, ML-assisted Approaches to Problem Well-Posedness—0
Data-driven operator learning for energy-efficient building control—0
Data-efficient operator learning for solving high Mach number fluid flow problems—0
Deep Koopman Learning using Noisy Data—0
DeepOFormer: Deep Operator Learning with Domain-informed Features for Fatigue Life Prediction—0
DeepONet as a Multi-Operator Extrapolation Model: Distributed Pretraining with Physics-Informed Fine-Tuning—0
DeepONet Augmented by Randomized Neural Networks for Efficient Operator Learning in PDEs—0
DeepONet for Solving Nonlinear Partial Differential Equations with Physics-Informed Training—0
Deep Operator Learning-based Surrogate Models with Uncertainty Quantification for Optimizing Internal Cooling Channel Rib Profiles—0
Deep Operator Learning Lessens the Curse of Dimensionality for PDEs—0
DeepOSets: Non-Autoregressive In-Context Learning of Supervised Learning Operators—0
DeepSeek vs. ChatGPT: A Comparative Study for Scientific Computing and Scientific Machine Learning Tasks—0
Designing Universal Causal Deep Learning Models: The Case of Infinite-Dimensional Dynamical Systems from Stochastic Analysis—0
Alpha-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification—0
Dilated convolution neural operator for multiscale partial differential equations—0
Dimension reduction for derivative-informed operator learning: An analysis of approximation errors—0
DimOL: Dimensional Awareness as A New 'Dimension' in Operator Learning—0
DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains—0
Discretization Error of Fourier Neural Operators—0
Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification—0
Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO)—0
Domain Adaptive Safety Filters via Deep Operator Learning—0
DPA-WNO: A gray box model for a class of stochastic mechanics problem—0
Dynamic Gaussian Graph Operator: Learning parametric partial differential equations in arbitrary discrete mechanics problems—0
Show:102550
← PrevPage 7 of 14Next →

No leaderboard results yet.