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Andrew Shao's Projects

cchdo_toolkit icon cchdo_toolkit

A python module for reading and loading in bottle data downloaded from CCHDO

cesm icon cesm

The Community Earth System Model

chapel_cmip icon chapel_cmip

Initial forays into using Chapel for climate model analysis

cime icon cime

Common Infrastructure for Modeling the Earth

code icon code

Source code for the General Ocean Turbulence Model

end-to-end-llm icon end-to-end-llm

This repository is an AI Bootcamp material that consist of a workflow for LLM

fms icon fms

GFDL's Flexible Modeling System

forpy_cnn_gz21 icon forpy_cnn_gz21

Machine learned parameterization (Guillaumin and Zanna, 2021) implemented in MOM6 with Forpy

fourcastnet icon fourcastnet

Initial public release of code, data, and model weights for FourCastNet

fre-nctools icon fre-nctools

Tools for manipulating and creating netCDF inputs for FMS managed models

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

marbl icon marbl

Marine Biogeochemistry Library

modulus icon modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

mom5 icon mom5

The Modular Ocean Model

mom6-smartredis icon mom6-smartredis

Contains SmartRedis integrations into MOM6 for various machine learning and visualization tasks

mom6-tutorial icon mom6-tutorial

Tutorial for MOM6 including practical examples of source code modification

mom6_analysis icon mom6_analysis

Contains scripts that analyze and plot output from various configurations of GFDL's MOM6

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