Projects

Many of my project repositories are hosted on my GitHub.

SNEx

Extrapolation of SNe Ia spectra into the near-infrared using principal component analysis.

A Python wrapper for the cluster analysis by Burrow, et al. (2020) using Gaussian mixture models.

(WIP) A spectrum generator for SNe Ia using empirical models.

(WIP) Neural network models for predicting observational properties of SNe Ia using their optical spectra.

Generalized spectrum fitter using the lmfit Python package.

Core utilities for reading and processing spectra in an object-oriented framework.

Uses Gaussian process regression and other techniques to quickly smooth spectra and calculate spectroscopic properties of Type Ia supernovae.

Numerical solutions to problems in computational fluid dynamics.

A simple 1-D hydrocode describing a collapsing star.

A tutorial of object-oriented Python basics.

A simple 1-D radiative transfer code describing light passing through a medium.

Comparison of ML classification algorithms applied to white dwarfs.