tbeucler / HybridESMLinks
This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.
☆29Updated 2 weeks ago
Alternatives and similar repositories for HybridESM
Users that are interested in HybridESM are comparing it to the libraries listed below
Sorting:
- Core packages for Anemoi.☆62Updated this week
- ☆15Updated 6 months ago
- Extreme weather detection and characterization☆109Updated last week
- PyFlexTRKR☆90Updated 2 months ago
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆98Updated 4 months ago
- ☆19Updated last year
- A Python Package for Statistical Analysis of Climate☆62Updated 11 months ago
- Diffusion for climate downscaling☆64Updated last year
- XRO: Extended nonlinear Recharge Oscillator model☆21Updated 4 months ago
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆120Updated 5 months ago
- Ai2 Climate Emulator☆105Updated this week
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- ☆55Updated this week
- PyEarthTools: Machine learning for Earth system science☆21Updated this week
- Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.☆52Updated 3 months ago
- An ai-models plugin to run Microsoft's Aurora model☆12Updated 9 months ago
- A lower-level API for Machine Learning inference in operations☆37Updated 3 weeks ago
- Python lib for Reading/Creating MPAS/WRF-WPS intermediate file☆23Updated 7 months ago
- tcpyPI, aka "pyPI": Tropical Cyclone Potential Intensity Calculations in Python☆86Updated 4 months ago
- Simulate SEVIRI satellite channels from WRF output☆23Updated 6 months ago
- ☆31Updated 2 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆48Updated this week
- ☆111Updated 4 years ago
- ☆91Updated last year
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- ☆41Updated 6 months ago
- Analysis framework and collection of process-oriented diagnostics for weather and climate simulations☆74Updated 2 months ago
- Perform wavenumber-frequency analysis on gridded data.☆35Updated 3 months ago
- ☆28Updated this week