jx-wang-s-group / CoNFiLD
Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
☆37Updated 2 months ago
Alternatives and similar repositories for CoNFiLD:
Users that are interested in CoNFiLD are comparing it to the libraries listed below
- ☆55Updated last month
- Physics Informed Fourier Neural Operator☆20Updated 5 months ago
- Physics-informed deep super-resolution of spatiotemporal data☆42Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆58Updated 8 months ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- ☆29Updated 2 months ago
- A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if…☆22Updated last year
- ☆50Updated 3 months ago
- Fourier Neural Operator☆12Updated last year
- Physics-encoded recurrent convolutional neural network☆46Updated 3 years ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆26Updated 3 months ago
- MIONet: Learning multiple-input operators via tensor product☆33Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago
- ☆24Updated 10 months ago
- ☆70Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆84Updated 4 months ago
- ☆28Updated 2 years ago
- ☆48Updated 4 months ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆42Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆20Updated 4 months ago
- ☆16Updated last year
- Source code for paper "Learning spatiotemporal dynamics with a pretrained generative model" in Nature Machine Intelligence☆29Updated 2 weeks ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆19Updated 5 months ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆128Updated 7 months ago
- PDE Preserved Neural Network☆46Updated 9 months ago
- ☆23Updated 2 years ago
- Deep finite volume method☆21Updated 9 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆69Updated last week
- This repository is for the master thesis project: "DiffFluids: A Diffusion-based Generative Model for Fluid Simulations"☆11Updated last year