Abstraction of Earth data and Research

Contains the thesis from my Physics Master's Degree

Elementary dynamical simulation of hurricane winds using the Rankine vortex model, developed as a final project for EPS 109 at UC Berkeley. Includes a Jupyter notebook with simulation code, a PDF presentation with documentation and verification, and an animation video.

Physics used in NorESM/CAM which differs from CESM/CAM

Excel VBA macro for visualization of radiosondy.info weather balloon flight data

Materials accompanying the "Modelling of Atmospheric Clouds" lecture series

Analytical utility for measuring precipitable water in the atmosphere

An open-source solution that leverages machine learning to improve numerical weather predictions. Due to data corruption on my end, the model no longer functions.

Python (and C++) interface to PartMC with Jupyter/Python, Julia and Matlab examples

a benchmark dataset for training and evaluating global cloud classification models.

Applets for students to playfully interact with physical relationships and atmospheric models in an inquiry-based course on Atmospheric Physics.

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.