AI4Science-WestlakeU / research_toolbox
A useful toolbox for research.
☆11Updated 9 months ago
Alternatives and similar repositories for research_toolbox:
Users that are interested in research_toolbox are comparing it to the libraries listed below
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆32Updated 11 months ago
- ☆32Updated 3 weeks ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆24Updated last week
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆26Updated 4 months ago
- ICON for in-context operator learning☆50Updated 2 months ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆36Updated 2 months ago
- Code for orthogonal neural operator☆15Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆70Updated 2 weeks ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated 10 months ago
- ☆21Updated 11 months ago
- This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better ene…☆23Updated 2 months ago
- The official implementation of the paper "On the Guidance of Flow Matching"☆15Updated 2 months ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆24Updated 11 months ago
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆20Updated last week
- ☆13Updated 8 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 10 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆39Updated last year
- Official codebase for "Score-based Diffusion Models in Function Space"☆11Updated 3 months ago
- ☆14Updated 4 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 7 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆41Updated last year
- ☆13Updated last year
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆19Updated 5 months ago
- About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.…☆18Updated 9 months ago
- ☆11Updated 2 years ago
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆24Updated last year
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆23Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆23Updated 3 weeks ago
- [ICLR 2024] Official implementation for the paper "Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks…☆10Updated last year
- ☆50Updated 2 years ago