​In the summer of 2018, I participated in the NASA Frontier Development Lab.  Our Astrobiology team challenge was - From "biohints" to confirmed evidence of life. Possible metabolisms within extraterrestrial environments.

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Astrobiology Team II - The research team consisted of two computer scientists and two planetary scientists and was mentored by experts in machine learning and planetary science
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Links to articles highlighting our work:

Publications: 

Cobb, A.D., Himes, M.D., Soboczenski, F., Zorzan, S., O’Beirne, M.D., Baydin, A.G., Gal, Y., Domagal-Goldman, S.D., Arney, G.N., Angerhausen, D. (2019). An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval. The Astronomical Journal. doi: 10.3847/1538-3881/ab2390