menggedu / EDLLinks
Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics
☆11Updated 5 months ago
Alternatives and similar repositories for EDL
Users that are interested in EDL are comparing it to the libraries listed below
Sorting:
- ☆20Updated last month
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆38Updated 7 months ago
- ☆19Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆26Updated 2 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆27Updated 4 months ago
- ICON for in-context operator learning☆57Updated 5 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆33Updated last year
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆50Updated last month
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆26Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 11 months ago
- ☆15Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- ☆16Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆17Updated 3 months ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆22Updated last year
- ☆26Updated 7 months ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆19Updated last month
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- ☆32Updated last month
- ☆21Updated last year
- Neural Galerkin☆16Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 5 months ago
- ☆17Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 8 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.☆38Updated last month
- Differential equation neural operator☆23Updated last year
- ☆14Updated 2 years ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆43Updated 5 months ago