GCM Physics written in JAX
☆111Oct 25, 2026Updated this week
Alternatives and similar repositories for jax-gcm
Users that are interested in jax-gcm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NeuralGCM's differentiable dycore☆339Oct 15, 2026Updated 2 weeks ago
- A differentiable Earth System Model in JAX — atmosphere, ocean, land, sea ice, lakes, coupler, end-to-end gradients.☆153Updated this week
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆38Apr 21, 2025Updated last year
- ☆56Feb 23, 2026Updated 8 months ago
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆66Oct 13, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Specification for intercomparison of AI-based climate models☆36Updated this week
- An atmospheric model for research: friendly, interactive, extensible, and built for speed☆575Updated this week
- Coordinate Axes for JAX☆67Oct 12, 2026Updated 2 weeks ago
- Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation☆36Jun 9, 2023Updated 3 years ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆258Updated this week
- ☆24Feb 5, 2026Updated 8 months ago
- EGU26 SC2.5 Materials☆16Jun 29, 2026Updated 4 months ago
- A framework for building next-generation differentiable and GPU-accelerated land and ecosystem models in Julia.☆40Updated this week
- ☆26Aug 27, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A generative foundation model for the kilometer-scale atmosphere☆110Oct 3, 2026Updated 3 weeks ago
- 🌎 A framework for simulating the Earth system at all scales with prescribed or prognostic atmosphere, ocean, sea ice, and land component…☆52Updated this week
- Scientific Python toolkit for WRF/WRF-LES analysis, turbulence, wind-energy diagnostics and OpenFAST coupling.☆12Oct 15, 2026Updated 2 weeks ago
- Suite of Community Radiative Transfer codes based on Edwards and Slingo☆16Oct 23, 2026Updated last week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated last year
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆257Jan 28, 2026Updated 9 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆1,030Updated this week
- ☆47Updated this week
- ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, gla…☆10Jul 26, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆24Sep 29, 2025Updated last year
- Travelling Salesman problem might be NP-hard, this is NP-very hard!☆14Jun 11, 2026Updated 4 months ago
- The versatile ocean simulator, in pure Python, powered by JAX.☆401Updated this week
- An Autoregressive Consistency Model for Efficient Weather Forecasting☆23Oct 15, 2025Updated last year
- A python package for computing zonal mean and related atmospheric diagnostics☆18Sep 27, 2023Updated 3 years ago
- Lectures, code and material for the Modelling and Machine Learning of Dynamical Systems in Julia lecture at Technical University Munich☆19Jul 22, 2025Updated last year
- A lightweight machine learning framework for Xarray☆22Nov 28, 2023Updated 2 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆61Mar 10, 2025Updated last year
- Atmospheric Transport Model in pure Julia - GPU-CPU capable, ERA or GEOS met sources, LatLon, Reduced Gaussian and CubeSphere Topologies☆28Updated this week
- 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.
- Lorenz 1996 two time-scale model for learning machine learning☆66Oct 12, 2026Updated 2 weeks ago
- Idealized GCM from the University of Exeter☆161Aug 13, 2026Updated 2 months ago
- Viewer for unstructured and structured data inspired by ncview☆36Jul 7, 2026Updated 3 months ago
- A line-by-line radiation code for planetary atmospheres. Now with shortwave radiative transfer.☆10Jan 8, 2026Updated 9 months ago
- Quasigeostrophic model in JAX (port of PyQG)☆21Sep 24, 2026Updated last month
- elePyant (pronounced elephant) provides a set of tools for compressing netCDF files and xarray Datasets and DataArrays.☆23Mar 9, 2021Updated 5 years ago
- Simple Ocean Models with JAX☆15Updated this week