Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.
☆91Oct 22, 2026Updated this week
Alternatives and similar repositories for swirl-dynamics
Users that are interested in swirl-dynamics 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 the paper "Generative AI for fast and accurate statistical computation of fluids"☆63Jun 18, 2026Updated 4 months ago
- Pseudospectral Kolmogorov Flow Solver☆43Oct 24, 2023Updated 2 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Diffusion for climate downscaling☆94Jun 28, 2024Updated 2 years ago
- ☆24Feb 11, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functio…☆11Mar 30, 2023Updated 3 years ago
- Active learning of extreme events using deep neural operators.☆17Nov 10, 2022Updated 3 years ago
- Diffusion Probabilistic Downscaling Model☆32Jul 8, 2024Updated 2 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Jun 1, 2023Updated 3 years ago
- ☆13Dec 5, 2022Updated 3 years ago
- ☆19Apr 5, 2024Updated 2 years ago
- ☆15Feb 18, 2024Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆58Mar 23, 2024Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆120Dec 13, 2024Updated last year
- Physics Informed Neural Network constrained to follow Gibbs Free Energy Equation☆20Jul 7, 2025Updated last year
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆48Jan 31, 2024Updated 2 years ago
- Specification for intercomparison of AI-based climate models☆36Oct 16, 2026Updated last week
- Unified model for forecasting global climate modes☆31Mar 23, 2026Updated 7 months ago
- ☆21Jan 4, 2023Updated 3 years ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆28Apr 18, 2022Updated 4 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 4 months ago
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24May 13, 2024Updated 2 years ago
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 5 months ago
- Global Ocean Emulator☆24Mar 17, 2025Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆44Mar 10, 2025Updated last year
- ☆23Nov 24, 2024Updated last year
- A GPU-accelerated and differentiable library for connectivity modelling at scale.☆15Oct 14, 2026Updated last week
- ☆96Jul 18, 2023Updated 3 years ago
- A non-exhaustive list of open resources to help environmental scientists get started with machine learning☆23May 22, 2025Updated last year
- Quantification of Uncertainties in Neural Networks☆11Aug 29, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆19Feb 28, 2026Updated 7 months ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆29Nov 14, 2024Updated last year
- ☆13Jan 29, 2022Updated 4 years ago
- Training methodologies for autoregressive neural operators/emulators in JAX.☆15Jun 1, 2026Updated 4 months ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆12Apr 7, 2026Updated 6 months ago
- ☆13Mar 11, 2025Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆102Feb 25, 2025Updated last year