Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
☆81Feb 19, 2025Updated last year
Alternatives and similar repositories for CoNFiLD
Users that are interested in CoNFiLD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆37Jul 9, 2025Updated 8 months ago
- ☆13Jan 23, 2024Updated 2 years ago
- Source code for paper "Learning spatiotemporal dynamics with a pretrained generative model" in Nature Machine Intelligence☆63Apr 9, 2025Updated 11 months ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Nov 6, 2024Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆34Mar 22, 2026Updated last week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆224May 28, 2023Updated 2 years ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆34Dec 7, 2025Updated 3 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆41Mar 10, 2025Updated last year
- Physics-informed deep super-resolution of spatiotemporal data☆49Sep 5, 2023Updated 2 years ago
- This repository is for the master thesis project: "DiffFluids: A Diffusion-based Generative Model for Fluid Simulations"☆13Oct 2, 2023Updated 2 years ago
- ☆27Jun 12, 2025Updated 9 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Mar 18, 2024Updated 2 years ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆59Mar 8, 2026Updated 3 weeks ago
- ☆21Sep 1, 2025Updated 6 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 3 months ago
- Implementation of Physics-Informed Diffusion Models (ICLR 2025)☆203Feb 1, 2026Updated last month
- ☆19Apr 5, 2024Updated last year
- PDE Preserved Neural Network☆58May 15, 2025Updated 10 months ago
- ☆13Feb 14, 2024Updated 2 years ago
- ☆15Nov 20, 2023Updated 2 years ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆163Apr 29, 2025Updated 11 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years ago
- Official codebase for "Score-based Diffusion Models in Function Space"☆18Jan 23, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆56Jul 21, 2025Updated 8 months ago
- [AAAI 2025] AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆22Jul 20, 2025Updated 8 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆78Nov 21, 2025Updated 4 months ago
- ☆13Dec 5, 2022Updated 3 years ago
- ☆69Aug 19, 2025Updated 7 months ago
- Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…☆12Aug 18, 2022Updated 3 years ago
- ☆19Nov 24, 2024Updated last year
- ☆19May 25, 2024Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆20Sep 14, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official implementation of Diffusion Graph Networks (DGNs)☆78Mar 17, 2025Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆88Jul 18, 2023Updated 2 years ago
- Papers and codes of Physics-informed Deep Compositional Operator Network☆13Oct 31, 2025Updated 4 months ago
- ☆81Oct 21, 2025Updated 5 months ago
- Encoding physics to learn reaction-diffusion processes☆111Aug 28, 2023Updated 2 years ago