Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics
☆12Mar 6, 2025Updated 11 months ago
Alternatives and similar repositories for EDL
Users that are interested in EDL are comparing it to the libraries listed below
Sorting:
- ☆20Sep 1, 2025Updated 6 months ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆40Dec 17, 2024Updated last year
- ☆13Feb 14, 2024Updated 2 years ago
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆18Jan 11, 2024Updated 2 years ago
- ☆31Feb 2, 2026Updated last month
- Implementation of Gibbs sampling for spike and slab priors☆18Mar 1, 2017Updated 9 years ago
- ☆12Aug 22, 2025Updated 6 months ago
- ☆26Jun 12, 2025Updated 8 months ago
- ☆21Apr 3, 2024Updated last year
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆35May 29, 2025Updated 9 months ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- An automatic knowledge embedding framework for scientific machine learning☆23May 15, 2022Updated 3 years ago
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆24Jun 5, 2023Updated 2 years ago
- ☆27Jan 12, 2022Updated 4 years ago
- [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning☆29Sep 8, 2025Updated 5 months ago
- Differential equation neural operator☆22Sep 4, 2023Updated 2 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆30Dec 4, 2024Updated last year
- Discontinuity Computing Using Physics-Informed Neural Network☆28Apr 20, 2024Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆34Dec 7, 2025Updated 2 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Mar 10, 2025Updated 11 months ago
- The code is associated with the paper entitled "KAN-ODEs: Kolmogorov-Arnold Network Ordinary Differential Equations for Learning Dynamica…☆39Jul 23, 2025Updated 7 months ago
- ☆33Jan 10, 2025Updated last year
- ☆37Jul 9, 2025Updated 7 months ago
- ☆16Nov 2, 2025Updated 4 months ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- ☆29Jul 8, 2024Updated last year
- ☆69Aug 15, 2024Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆36Oct 17, 2024Updated last year
- ☆37Dec 2, 2024Updated last year
- ☆43Apr 21, 2025Updated 10 months ago
- Cluster-Normalize-Activate Modules☆13Jan 13, 2025Updated last year
- ☆17Apr 18, 2024Updated last year
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆11Sep 2, 2024Updated last year
- ☆11Mar 31, 2021Updated 4 years ago
- Neural Operators with Applications to the Helmholtz Equation☆11Sep 19, 2024Updated last year
- Meta-Reinforcement Learning with Policy Residual Representation☆11Aug 15, 2019Updated 6 years ago
- Source code for the paper "Sample-efficient inverse design of freeform nanophotonic devices with physics-informed reinforcement learning"☆12Apr 12, 2024Updated last year
- This repository consists of two-step training DeepONet code.☆14May 22, 2024Updated last year