neural operator

FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers IJCAI 2025 Generalizable Motion Planning via Operator Learning ICLR 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 Guaranteed Prediction Sets for Functional Surrogate Models UAI 2025 HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs ICML 2025 JPEG Processing Neural Operator for Backward-Compatible Coding ICCV 2025 Latent Mamba Operator for Partial Differential Equations ICML 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups ICLR 2025 Linearization Turns Neural Operators into Function-Valued Gaussian Processes ICML 2025 MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations ICLR 2025 Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control IJCAI 2025 Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery ICML 2025 Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025 Neural Operators for Predictor Feedback Control of Nonlinear Delay Systems L4DC 2025 NeurOp-Diff: Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion ICCV 2025 Optimal Control Operator Perspective and a Neural Adaptive Spectral Method AAAI 2025 Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations ICLR 2025 Safe PDE Boundary Control with Neural Operators L4DC 2025 Solving Differential Equations with Constrained Learning ICLR 2025 Zero-shot Imputation with Foundation Inference Models for Dynamical Systems ICLR 2025 Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling ICLR 2024 Accelerating PDE Data Generation via Differential Operator Action in Solution Space ICML 2024 Alias-Free Mamba Neural Operator NeurIPS 2024 BENO: Boundary-embedded Neural Operators for Elliptic PDEs ICLR 2024