SmartTURB / diffusion-lagrLinks
Synthetic Lagrangian Turbulence by Generative Diffusion Models
☆25Updated 8 months ago
Alternatives and similar repositories for diffusion-lagr
Users that are interested in diffusion-lagr are comparing it to the libraries listed below
Sorting:
- The public repository about our joint FINN research project☆38Updated 2 years ago
- ☆38Updated 2 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆15Updated 11 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆14Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated last year
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆74Updated 9 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- ☆20Updated last month
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆35Updated 4 months ago
- ☆44Updated 4 months ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆65Updated 3 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 5 months ago
- Neural Galerkin☆16Updated last year
- a multiresolution convolutional autoencoder architecture☆22Updated 4 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆90Updated 7 months ago
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆26Updated 5 months ago
- This is the implementation of the RecFNO.☆21Updated 2 years ago
- ☆15Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆26Updated 2 months ago
- ☆42Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆77Updated 2 months ago
- ☆35Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆27Updated 4 months ago
- Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"☆20Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 9 months ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago