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David Thomas's Projects

batoid icon batoid

c++ backed python optical raytracer

bigmali icon bigmali

BIG halo MAss and Luminosity Inference

cwfs icon cwfs

Curvature Wavefront Sensing (CWFS) software

decamk2startrailsurvey icon decamk2startrailsurvey

We are preparing to capture the full opportunity of our approved observing proposal to take star trail images of K2 fields with DECam.

forwardmodelinglsstdonuts icon forwardmodelinglsstdonuts

We are analyzing an alternative approach to wavefront estimation for LSST that is based on the Fraunhofer diffraction integral.

gym-maze icon gym-maze

A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.

im icon im

LSST Integrated Model

lsstc-dsfp-sessions icon lsstc-dsfp-sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

modifiedphosim icon modifiedphosim

Star trail modifications to the Large Synoptic Survey Telescope Photon Simulator.

pangloss icon pangloss

Line of sight mass reconstruction in the Universe

pcp icon pcp

A Python implementation of the Principal Component Pursuit algorithm from arXiv:0912.3599

phosim_utils icon phosim_utils

A repository for holding utilities for dealing with phosim data

statisticalmethods icon statisticalmethods

Course notes and resources for Stanford University graduate lecture course PHYS366: Special Topics in Astrophysics: Statistical Methods

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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