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Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLO

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tHarvey303/README.md

Hi, I'm Tom Harvey!

I'm an astrophysics PhD student at the University of Manchester. I research high-redshift galaxies using telescopes like JWST, HST and Euclid, and develop software to take advantage of these observations. My PhD research has focused on finding and charicterizing the stellar properties of galaxies and their statistical distributions at z > 6 with JWST. I'm generally interested in SED fitting, Bayesian techniques and machine learning approaches like simulation-based inference (SBI).

You can learn more about my research here!

Current Projects

  • synference: A SBI framework for SED fitting using Synthesizer
  • EXPANSE: A package for resolved SED fitting
  • spikeout: Automatic detection and masking of diffraction spikes in images
  • arachne: Image-level resolved SED fitting using a jax-based differentiable emulator
  • BD-Finder: SED fitting and properties of L, T and Y brown dwarfs from photometry
  • fitstableview: A VS Code extension for viewing tabular FITS files

Key Skills

  • Python
  • Astrophysics
  • Data reduction and pipeline creation
  • Data Science and Statistics
  • High Redshift Galaxy Evolution
  • Simulation-based inference (SBI)

Pinned Loading

  1. EXPANSE EXPANSE Public

    Resolved SED Fitting and Analysis from galaxy images.

    Jupyter Notebook 13 1

  2. BD-Finder BD-Finder Public

    Python package for identiying brown dwarfs using template fitting

    Python 1

  3. EpochsIV EpochsIV Public

    Repository for results of EPOCHS IV paper for community use.

    2

  4. bagpipes bagpipes Public

    Forked from ACCarnall/bagpipes

    Bagpipes is a state of the art code for generating realistic model galaxy spectra and fitting these to spectroscopic and photometric observations. Users should install with pip, not by cloning the …

    Python 2 1

  5. synthesizer-project/synthesizer synthesizer-project/synthesizer Public

    Synthesizer - a code for creating synthetic astrophysical observables

    Python 46 19

  6. synthesizer-project/synference synthesizer-project/synference Public

    Flexible SED fitting using Synthesizer, powered by Simulation Based Inference

    Python 12 2