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Obin Sturm's Projects

archetypal-analysis icon archetypal-analysis

Archetypal analysis: can we characterize the atmospheric chemical state as a mixture of its extremes?

beam-simulation icon beam-simulation

Simulating a Bernoulli beam using the finite element method, and some new fun programming tools, Pluto editor for Julia.

crnn icon crnn

Chemical Reaction Neural Network

discrete-sectional-jam icon discrete-sectional-jam

The discrete sectional julia aerosol module (JAM) is a Julia language implementation of the discrete-sectional method to simulate an evolving aerosol (Li and Cai, 2020: https://doi.org/10.1016/j.jaerosci.2020.105615). It was created for the final project for ENE 527: Climate Change and Aerosols at University of Southern California.

f0am icon f0am

Framework for 0-D Atmospheric Modeling

geos-chem icon geos-chem

Source code repository for the GEOS-Chem model of atmospheric chemistry and composition.

graph2ode icon graph2ode

Given an edgelist representing the connectivity of a chemical reaction network, make a system of ODEs representing its dynamics

julia-photochemical-model icon julia-photochemical-model

The Julia photochemical model is based on a Fortran photochemical mechanism from Dr. Michael Kleeman's graduate course ECI241 on air quality modeling at University of California, Davis.

kpp-boxmodel icon kpp-boxmodel

A box-model for a KPP-generated chemistry mechanism using the auto-reduce feature to speed up computation

kpp-fixstoichiom icon kpp-fixstoichiom

The KPP kinetic preprocessor is a software tool that assists the computer simulation of chemical kinetic systems

mlaq icon mlaq

Machine Learning Air Quality

pyrowex icon pyrowex

An initial implementation of pyrowex (Python Retrieval of Wildfire Exceptional Events), an automated tool developed in the Python programming language to assess whether or not high PM2.5 events were caused by wildfires.

vbs icon vbs

Diagram of the LOTOS-EUROS volatility basis sets

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