delta-lab-ai / pde-controllerLinks
☆22Updated 3 months ago
Alternatives and similar repositories for pde-controller
Users that are interested in pde-controller are comparing it to the libraries listed below
Sorting:
- Domain Agnostic Fourier Neural Operators (DAFNO)☆16Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆28Updated 5 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆46Updated 2 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 9 months ago
- ICON for in-context operator learning☆57Updated 6 months ago
- ☆22Updated last year
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆34Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆35Updated 6 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆56Updated 2 weeks ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- ☆46Updated 6 months ago
- Differential equation neural operator☆23Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆59Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆27Updated 3 months ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Updated 3 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆74Updated 5 months ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆43Updated last week
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆11Updated last week
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆16Updated last year
- ☆13Updated last year
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆16Updated last year
- ☆81Updated 2 years ago
- ☆16Updated last year
- ☆32Updated 2 months ago
- ☆59Updated 3 weeks ago
- ☆17Updated last year