menggedu / EDLLinks
Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics
☆9Updated 4 months ago
Alternatives and similar repositories for EDL
Users that are interested in EDL are comparing it to the libraries listed below
Sorting:
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆46Updated last month
- ☆20Updated last month
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆37Updated 7 months ago
- ICON for in-context operator learning☆54Updated 4 months ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆26Updated last month
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆27Updated last year
- ☆18Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆27Updated 3 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 10 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆22Updated 11 months ago
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆14Updated 11 months ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆26Updated 4 months ago
- ☆30Updated 3 years ago
- Differential equation neural operator☆22Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆68Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆17Updated 2 months ago
- ☆19Updated 2 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆25Updated 2 years ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆19Updated 3 weeks ago
- ☆32Updated last week
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆43Updated 4 months ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆26Updated 3 years ago
- Neural Galerkin☆16Updated last year
- ☆16Updated 11 months ago