Skip to content
conftrace_

neural pde solver

9 papers

Explore in graph

Co-occurring keywords · papers mentioning both

partial differential equation (5) surrogate model (3) adaptive conditioning (1) rapid adaptation (1) navier-stokes equation (1) turbulent flow simulation (1) pde parameter (1) lie point symmetry (1) lie algebra (1) temporal rollout (1)

Papers

Active Learning for Neural PDE Solvers ICLR 2025 Explicit Discovery of Nonlinear Symmetries from Dynamic Data ICML 2025 Text2PDE: Latent Diffusion Models for Accessible Physics Simulation ICLR 2025 Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NeurIPS 2024 A Neural PDE Solver with Temporal Stencil Modeling ICML 2023 BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NeurIPS 2023 Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023 PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers NeurIPS 2023 Lie Point Symmetry Data Augmentation for Neural PDE Solvers ICML 2022