AI4Science-WestlakeU / cindmLinks
[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation
☆36Updated last year
Alternatives and similar repositories for cindm
Users that are interested in cindm are comparing it to the libraries listed below
Sorting:
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆43Updated 6 months ago
- [ICLR2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆40Updated 2 months ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆20Updated 3 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆40Updated last year
- LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA…☆28Updated last year
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆25Updated 4 months ago
- ☆52Updated 3 years ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 8 months ago
- Official implementation of Diffusion Graph Networks (DGNs)☆65Updated 5 months ago
- Implementation of Physics-Informed Diffusion Models (ICLR 2025)☆124Updated 6 months ago
- Official codebase for "Score-based Diffusion Models in Function Space"☆13Updated 7 months ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆144Updated 3 months ago
- ☆43Updated 4 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆25Updated 9 months ago
- ICON for in-context operator learning☆57Updated 6 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆71Updated last year
- This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better ene…☆26Updated 6 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆58Updated last year
- ☆21Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆135Updated 11 months 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
- [NeurIPS 2024] AFBench: A Large-scale Benchmark for Airfoil Design☆28Updated 11 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆53Updated last year
- Code, technical details and links to datasets and trained models for TopoDiff☆44Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆50Updated last year
- Neural SPH☆34Updated last year
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆202Updated 3 weeks ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆25Updated 2 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆27Updated 6 months ago