Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints (NeurIPS 2025)
☆27Jul 10, 2026Updated last week
Alternatives and similar repositories for PCFM
Users that are interested in PCFM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆65Mar 19, 2026Updated 4 months ago
- [NeurIPS 2025] Official pytorch repository for "Guided Diffusion Sampling on Function Spaces with Applications to PDEs"☆50Apr 4, 2026Updated 3 months ago
- Code for reproducing the paper "GenCP: Towards Generative Modeling Paradigm of Coupled physics" (ICLR 2026: https://arxiv.org/abs/2601.19…☆19Apr 11, 2026Updated 3 months ago
- [NeurIPS 2024] Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling☆28Jul 10, 2025Updated last year
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An unofficial implementation of the Fourier Neural Operator in Flax☆19May 25, 2024Updated 2 years ago
- [ICLR 2026] Official implementation of PBFM - Physics-Based Flow Matching☆73Feb 9, 2026Updated 5 months ago
- ☆15Jan 26, 2023Updated 3 years ago
- Core Library of Discrete Distribution Networks (ICLR 2025)☆15Oct 12, 2025Updated 9 months ago
- AAAI 2022 (Official implementation of "pan-sharpening with customized transformer and invertible neural network")☆14Jul 31, 2022Updated 3 years ago
- ZeoSyn: A Comprehensive Zeolite Synthesis Dataset Enabling Machine-learning Rationalization of Hydrothermal Parameters (ACS Central Scien…☆33Sep 2, 2025Updated 10 months ago
- PARIS Simulator Code (an unofficial git mirror)☆12Apr 10, 2017Updated 9 years ago
- Source code for paper "Physics-aligned field reconstruction with diffusionn bridge"☆15Feb 12, 2025Updated last year
- ☆11Mar 10, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 2D Burger's Equation (Convection + Diffusion)☆10May 13, 2021Updated 5 years ago
- ☆13Nov 20, 2019Updated 6 years ago
- Implementation of Physics-Informed Diffusion Models (ICLR 2025)☆231Feb 1, 2026Updated 5 months ago
- Official Pytorch implementation of Chromatic Graph Transformers☆10Jun 14, 2023Updated 3 years ago
- SketchINR: A First Look into Sketches as Implicit Neural Representations [CVPR 2024]☆12Aug 19, 2024Updated last year
- ☆95Apr 30, 2026Updated 2 months ago
- ☆22May 29, 2025Updated last year
- code for Imagination-Policy☆15Dec 1, 2024Updated last year
- Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it☆16Jun 26, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official codebase for "Score-based Diffusion Models in Function Space"☆20Jan 23, 2025Updated last year
- W-Net: A Deep Model for Fully Unsupervised Image Segmentation☆17Aug 5, 2018Updated 7 years ago
- truncated Gaussian-Mixture Variational AutoEncoder☆11Mar 14, 2019Updated 7 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14May 17, 2024Updated 2 years ago
- ☆10Aug 21, 2025Updated 11 months ago
- Uncover meaningful structures of latent spaces learned by generative models with flows!☆47May 10, 2024Updated 2 years ago
- [ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data☆101Updated this week
- About Code release for “DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction” (NeurIPS 2024), https://arxiv.org/a…☆23Oct 31, 2024Updated last year
- Official PyTorch Implementation for the "Learning on Model Weights using Tree Experts" paper (CVPR 2025).☆16Feb 11, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Transformer and Neural Operator for solving Stochastic PDE☆12May 22, 2022Updated 4 years ago
- ☆11Aug 30, 2024Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- ☆13Mar 28, 2024Updated 2 years ago
- Implementations of different reinforcement learning algorithms☆10Aug 23, 2018Updated 7 years ago
- [NeurIPS 2025 Spotlight] "Stochastic Process Learning via Operator Flow Matching"☆23Apr 26, 2026Updated 2 months ago
- ☆12Sep 27, 2023Updated 2 years ago