isds-neu / SymbolicPhysicsLearnerLinks
Symbolic physics learner: Discovering governing equations via Monte Carlo tree search
☆24Updated 2 years ago
Alternatives and similar repositories for SymbolicPhysicsLearner
Users that are interested in SymbolicPhysicsLearner are comparing it to the libraries listed below
Sorting:
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆76Updated 2 years ago
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆52Updated 2 months ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 3 months ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆19Updated 2 months ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆41Updated 4 years ago
- ICON for in-context operator learning☆57Updated 6 months ago
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆98Updated 4 years ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆39Updated 8 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆34Updated last year
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆75Updated 9 months ago
- SR based on LLMs.☆109Updated 2 years ago
- ☆30Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆28Updated 4 months ago
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆13Updated last year
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆159Updated 3 weeks ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆73Updated 4 months ago
- ☆21Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆57Updated 10 months ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆27Updated 2 months ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆40Updated 2 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆46Updated 2 years ago
- ☆23Updated last month
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆43Updated 6 months ago
- ☆43Updated 4 months ago
- ☆35Updated 4 years ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆135Updated 11 months ago
- Neural SPH☆34Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆50Updated last year