neural operator

Adaptive Fourier Decomposition-guided Neural Operator Design for Inverse PDE Problems UAI 2026 Cross-Field Interface-Aware Neural Operators for Multiphase Flow Simulation AAAI 2026 Decoupled Spatiotemporal Forecasting from Extreme Sparse Observations via Quantized Latent Space AAAI 2026 Deep Q-Learning on Hölder Spaces COLT 2026 Fast 3D Surrogate Modeling for Data Center Thermal Management AAAI 2026 FCMO: A Flow-Curv Mamba Operator for Large-Scale 3D Vehicle Aerodynamics AAAI 2026 Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling AAAI 2026 NESTOR: A Nested MOE-based Neural Operator for Large-Scale PDE Pre-Training CVPR 2026 NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation AAAI 2026 NODiff: Neural Operator Diffusion for Multispectral Image Fusion AAAI 2026 PUNO: A Neural Operator Framework for Point Cloud Upsampling AAAI 2026 SAOT: An Enhanced Locality-Aware Spectral Transformer for Solving PDEs AAAI 2026 Spatial-Spectral Residuals Informed Diffusion Neural Operator for Pan-sharpening CVPR 2026 Statistical Learning Theory for Neural Operators JMLR 2026 SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels AAAI 2026 Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026 A Bregman Proximal Viewpoint on Neural Operators ICML 2025 Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators ICML 2025 A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025 Autoencoders in Function Space JMLR 2025 CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics IJCAI 2025 Continuum Attention for Neural Operators JMLR 2025 CViT: Continuous Vision Transformer for Operator Learning ICLR 2025 Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025 Energy-consistent Neural Operators for Hamiltonian and Dissipative Partial Differential Equations AISTATS 2025