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neural operator

74 papers

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Also known as

NEOP NO

Co-occurring keywords

partial differential equation (222) operator learning (48) attention mechanism (4001) latent space (854) spectral method (204) fourier transform (97) scientific machine learning (23) neural network (6616) fluid dynamics (38) diffusion model (3751)

Papers

Cross-Field Interface-Aware Neural Operators for Multiphase Flow Simulation AAAI 2026
Fast 3D Surrogate Modeling for Data Center Thermal Management AAAI 2026
Decoupled Spatiotemporal Forecasting from Extreme Sparse Observations via Quantized Latent Space AAAI 2026
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation AAAI 2026
PUNO: A Neural Operator Framework for Point Cloud Upsampling AAAI 2026
SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels AAAI 2026
Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling AAAI 2026
NODiff: Neural Operator Diffusion for Multispectral Image Fusion AAAI 2026
SAOT: An Enhanced Locality-Aware Spectral Transformer for Solving PDEs AAAI 2026
FCMO: A Flow-Curv Mamba Operator for Large-Scale 3D Vehicle Aerodynamics AAAI 2026
Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026
Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025
Continuum Attention for Neural Operators JMLR 2025
Autoencoders in Function Space JMLR 2025
CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics IJCAI 2025
JPEG Processing Neural Operator for Backward-Compatible Coding ICCV 2025
NeurOp-Diff: Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion ICCV 2025
Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025
Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025
Optimal Control Operator Perspective and a Neural Adaptive Spectral Method AAAI 2025
A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025
Geometric Operator Learning with Optimal Transport JMLR 2025
Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control IJCAI 2025
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers IJCAI 2025
Component Fourier Neural Operator for Singularly Perturbed Differential Equations AAAI 2024