Source code for paper "Learning spatiotemporal dynamics with a pretrained generative model" in Nature Machine Intelligence
☆65Apr 9, 2025Updated last year
Alternatives and similar repositories for S3GM
Users that are interested in S3GM 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 repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆87Feb 19, 2025Updated last year
- Source code for paper "Physics-aligned field reconstruction with diffusionn bridge"☆13Feb 12, 2025Updated last year
- ☆13Jan 23, 2024Updated 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 5 months ago
- Physics-informed deep super-resolution of spatiotemporal data☆48Sep 5, 2023Updated 2 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.
- ☆23Aug 14, 2025Updated 9 months ago
- Source code for the Last Millennium Reanalysis (LMR) project☆34Jun 25, 2019Updated 6 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Jan 13, 2024Updated 2 years 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
- ☆57Jul 21, 2025Updated 10 months ago
- ☆88Jul 18, 2023Updated 2 years ago
- Climate reconstruction framework using online EnKF data assimilation☆12Feb 26, 2021Updated 5 years ago
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆30Apr 14, 2024Updated 2 years ago
- ☆26May 21, 2024Updated 2 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.
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆70Jun 10, 2024Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆27Jul 3, 2023Updated 2 years ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆168Apr 29, 2025Updated last year
- About Code release for “DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction” (NeurIPS 2024), https://arxiv.org/a…☆22Oct 31, 2024Updated last year
- Encoding physics to learn reaction-diffusion processes☆110Aug 28, 2023Updated 2 years ago
- This Julia language (version 0.5) script solves the coupled partial differential equations associated with (1) compressible gas flow in p…☆11May 8, 2017Updated 9 years ago
- Solving Inverse Physics Problems with Score Matching☆34Dec 4, 2023Updated 2 years ago
- UCLA CS 188 (Winter 2023) course project.☆12Mar 31, 2023Updated 3 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆81Apr 24, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Sep 13, 2023Updated 2 years ago
- ☆40Dec 2, 2024Updated last year
- ☆14Jun 13, 2024Updated last year
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆85Apr 10, 2025Updated last year
- Codes for GReTo accepted by ICLR2023☆12Mar 12, 2023Updated 3 years ago
- ☆11Oct 5, 2023Updated 2 years ago
- HQP_DualArmMobile☆11Sep 12, 2018Updated 7 years ago
- Implementation of Multi-Agent Object Impedance Controller☆10Sep 14, 2021Updated 4 years ago
- This is the official implementation of "CoPINN: Cognitive Physics-informed Neural Network" (ICML 2025, Spotlight)☆21Apr 12, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Hierachical Quadratic Problem solver☆12Oct 30, 2012Updated 13 years ago
- ☆10Mar 31, 2021Updated 5 years ago
- ☆12Nov 30, 2022Updated 3 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆101May 11, 2026Updated 2 weeks ago
- The Senseiver: attention-based global field reconstruction from sparse observations☆33Nov 21, 2024Updated last year
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆61Mar 8, 2026Updated 2 months ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆41Mar 9, 2026Updated 2 months ago