Synthetic Lagrangian Turbulence by Generative Diffusion Models
☆27Nov 14, 2024Updated last year
Alternatives and similar repositories for diffusion-lagr
Users that are interested in diffusion-lagr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 2 months 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
- Exploit Auto-encoder for exploring and predict flow dynamic☆10Oct 4, 2019Updated 6 years ago
- A collection of spectral collocation differentiation matrices☆12Jul 11, 2025Updated 8 months ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆30May 30, 2025Updated 9 months ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆15Oct 12, 2022Updated 3 years ago
- Python 2D Navier-Stokes solver☆29Aug 4, 2025Updated 7 months ago
- ☆18Dec 26, 2024Updated last year
- ☆16Feb 25, 2026Updated 3 weeks ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆13Jun 10, 2023Updated 2 years ago
- my personal guidelines writing papers and managing the publication cycle - things that come up again and again☆21Oct 15, 2025Updated 5 months ago
- ☆57May 13, 2025Updated 10 months ago
- Python code solving the fluid mechanical local linear stability equations for various base flows.☆14Aug 1, 2015Updated 10 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆78Nov 21, 2025Updated 4 months ago
- Implementation of the work Variational multiple shooting for Bayesian ODEs with Gaussian processes☆13Aug 5, 2022Updated 3 years ago
- Julia toolbox for Quantitative Susceptibility Mapping☆17Feb 15, 2024Updated 2 years ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆231Oct 27, 2025Updated 4 months ago
- The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural …☆17Jan 14, 2023Updated 3 years ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆81Feb 19, 2025Updated last year
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆61Jan 9, 2025Updated last year
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆223May 28, 2023Updated 2 years ago
- Methods to extract advective, diffusive, stochastic and active transport barriers from 2D and 3D data.☆13Jun 18, 2024Updated last year
- Fourier Neural Operators to solve for Allen Cahn PDE equations☆20Jan 17, 2022Updated 4 years ago
- ☆49Feb 13, 2026Updated last month
- RadTract: enhanced tractometry with radiomics-based imaging biomarkers for improved predictive modelling.☆14Aug 28, 2025Updated 6 months ago
- Differentiable Principal Component Analysis (PCA) implementation in JAX☆35Apr 19, 2025Updated 11 months ago
- One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction☆12Dec 4, 2024Updated last year
- ☆56Apr 1, 2025Updated 11 months ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆15Jun 13, 2022Updated 3 years ago
- This is the implementation of the RecFNO.☆25Feb 21, 2023Updated 3 years ago
- Framework for the analysis of n-dimensional, multivariate Earth Observation data☆18Nov 1, 2021Updated 4 years ago
- A Python-Markdown extension to ignore html comments opened by three dashes.☆10Aug 3, 2022Updated 3 years ago
- Paddle Automatically Diff Precision Toolkits.☆54Dec 5, 2025Updated 3 months ago
- A MATLAB package for multi-modal voxel-wise brain image analysis☆15May 16, 2023Updated 2 years ago
- Empowering Scientific Research with AI Assistance! Open Source Code for Data-Driven Dimensional Analysis.☆14Aug 7, 2025Updated 7 months ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆70Jan 22, 2024Updated 2 years ago
- CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms☆20Aug 1, 2025Updated 7 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆41Mar 10, 2025Updated last year
- Classical Carleman solution of the viscous Burgers equation, used in https://arxiv.org/abs/2011.03185.☆12Mar 1, 2021Updated 5 years ago