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Proof-of-principle application of Gaussian process modeling to gamma-ray analyses. Code repository associated with the paper https://arxiv.org/abs/2010.10450.

License: MIT License

TeX 43.92% Python 1.30% Jupyter Notebook 54.77%
gamma-ray fermi gce gaussian-processes gp gpytorch pyro probabilistic-programming ml4ps neurips

gamma-gp's Introduction

Hi! ๐Ÿ‘‹๐Ÿฝ

I'm a physicist and machine learning researcher, currently at the The NSF AI Institute for Artificial Intelligence and Fundamental Interactions (IAIFI) at MIT.

I work at the intersection of differentiable programming, machine learning, particle physics, and astrophysics and am especially interested in developing and using novel statistical techniques to accelerate the search for new physics. A list of my recent publications may be found on INSPIRE, ADS, or Google Scholar.

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