conftrace_

neural pde solver

6 papers

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Co-occurring keywords

partial differential equation (222) surrogate model (181) adaptive conditioning (1) rapid adaptation (6) spatio-temporal forecasting (19) navier-stokes equation (11) turbulent flow simulation (1) pde parameter (1) lie point symmetry (4) temporal rollout (1)

Papers

Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NIPS 2024
A Neural PDE Solver with Temporal Stencil Modeling ICML 2023
Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers NIPS 2023
BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NIPS 2023
Lie Point Symmetry Data Augmentation for Neural PDE Solvers ICML 2022