Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.
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Updated
Aug 16, 2020
Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent 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
Applets for students to playfully interact with physical relationships and atmospheric models in an inquiry-based course on Atmospheric Physics.
a benchmark dataset for training and evaluating global cloud classification models.
Python (and C++) interface to PartMC with Jupyter/Python, Julia and Matlab examples
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.
Analytical utility for measuring precipitable water in the atmosphere
Materials accompanying the "Modelling of Atmospheric Clouds" lecture series
Excel VBA macro for visualization of radiosondy.info weather balloon flight data
Physics used in NorESM/CAM which differs from CESM/CAM
Abstraction of Earth data and Research
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.
Contains the thesis from my Physics Master's Degree
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