Name: John Franklin Crenshaw
Type: User
Company: University of Washington, Physics Dept.
Bio: Physics PhD student at the University of Washington. Member of the Dark Energy Science Collaboration, working on cosmology for LSST.
Blog: https://jfcrenshaw.github.io/
John Franklin Crenshaw's Projects
Advent of Code 2022
Notebooks for AOS
Machine learning, statistics, and data mining for astronomy and astrophysics
AOS Simulations for the Rubin AuxTel
c++ backed python optical raytracer
Github repo to store my bib file.
Code and homeworks for CSE546 - Machine Learning at the University of Washington
Repo for my cv
Geometric donut engine in Jax
Donut simulations for the Rubin AOS Wavefront estimation pipeline.
Repo for my dotfiles
Elegy is a framework-agnostic Trainer interface for the Jax ecosystem.
Deconvolving SED's from photometry using Inter-domain Gaussian Processes
Plots for my general exam
Data unfolding and other analysis for HALO
Work at KIT-IKP on IceTop. Developing method to calculate muon number from IceTop signal.
Project to measure the IGM with LSST using u band residuals.
Personal website at jfcrenshaw.github.io
Survey Strategy Metrics for Detecting LBGs with the Rubin Observatory
Latent Galaxy SED Model
LSST TeX macros and class files
Machine Learning methods for Rubin AOS system
Template for a new project
Photometric error model for astronomical imaging surveys
Paper for my photo-z template learning project
Repository for Computational Physics course at Duke (Phys 566)
Template repo for a python package
Probabilistic modeling of tabular data with normalizing flows.
Journal article for PZFlow