An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
☆164Feb 3, 2025Updated last year
Alternatives and similar repositories for ClimSim
Users that are interested in ClimSim are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for ClimateLearn☆354Mar 16, 2024Updated 2 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆65May 25, 2026Updated 3 months ago
- A benchmark for the next generation of data-driven global weather models.☆637Sep 10, 2026Updated last week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- ☆33Dec 18, 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.
- Run AI-based weather forecasting models with ECMWF data☆593Aug 6, 2026Updated last month
- GPU accelerated utilities for data on HEALPix grids☆31Apr 4, 2026Updated 5 months ago
- ☆14Sep 26, 2025Updated 11 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆257Jan 28, 2026Updated 7 months ago
- NeuralGCM's differentiable dycore☆336Sep 8, 2026Updated 2 weeks ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆119Mar 26, 2024Updated 2 years ago
- A Python Package for Statistical Analysis of Climate☆65Feb 2, 2026Updated 7 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆305Updated this week
- OceanBench - SSH edition☆23Feb 5, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- An atmospheric model for research: friendly, interactive, extensible, and built for speed☆569Updated this week
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆25Mar 27, 2025Updated last year
- ☆75Feb 13, 2024Updated 2 years ago
- Accompanying code for "Weak form generalized Hamiltonian learning"☆11Feb 13, 2021Updated 5 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆61Mar 10, 2025Updated last year
- ☆22Mar 13, 2025Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 3 months ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆24Sep 29, 2025Updated 11 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆102Feb 25, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆377Jun 23, 2025Updated last year
- Foundation model for weather & climate☆707Sep 30, 2023Updated 2 years ago
- ☆116Sep 24, 2024Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆1,018Sep 9, 2026Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆700Oct 2, 2023Updated 2 years ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆504Updated this week
- Universal Regridder for Geospatial Data☆252Updated this week
- A benchmark dataset for data-driven weather forecasting☆838Dec 8, 2023Updated 2 years ago
- ☆40May 20, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Climate Analytics using Deep Neural Networks in Python.☆67Oct 5, 2023Updated 2 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆98Updated this week
- Massively parallel training of machine-learning based weather and climate models☆400Updated this week
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Feb 20, 2023Updated 3 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆22Mar 25, 2023Updated 3 years ago
- ☆37Jan 23, 2023Updated 3 years ago
- Accompanying code for the paper "Amortized reparametrization: efficient and scalable variational inference for latent SDEs☆18Nov 11, 2023Updated 2 years ago