Chad Bustard - My Blog

Deep Learning Cosmic Ray Transport

Python

PyTorch

CNNs

I’m happy to announce that my recent paper with John Wu (Space Telescope Science Institute & Johns Hopkins University), titled “Deep Learning Cosmic Ray Transport from…

Cosmic Ray Impacts on Turbulence

Python

data analysis

plotly

time series

This notebook shows a subset…

Code Timing and Scaling on Distributed Clusters

Distributed Computing

For the past 5 years, I’ve been the principal investigator (PI) on multiple supercomputing allocations, totalling over 15 million CPU hours of compute time. This means I’ve…

Data Analysis and Visualization for Astrophysics Research: Part II

Python

data analysis

In this post, we’ll continue to analyze simulations of the Large Magellanic Cloud, but this time, folding in some real observational data obtained by my collaborators Yong…

Data Analysis and Visualization for Astrophysics Research: Part I

Python

data analysis

In this tutorial post, I’ll show how to use Python-based data analysis and visualization tools to carry out exploratory and diagnostic data analysis of astrophysics…

From Galaxy Atmospheres to Saving Earth’s Atmosphere

news

Announcing a series of blog posts spanning machine learning, climate science, galactic winds, and cosmic rays!