activity
20182023
most citedAn Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval

67 citations · 112 across the 7 of their papers we have counts for

collaborators

8 papers

astro-ph.EP20231 cited

Bayesian Analysis for Remote Biosignature Identification on exoEarths (BARBIE) II: Using Grid-Based Nested Sampling in Coronagraphy Observation Simulations for O2 and O3

Natasha Latouf, Avi Mandell, Geronimo Villanueva +8

We present the results for the detectability of the O2 and O3 molecular species in the atmosphere of an Earth-like planet using reflected light at the visible wavelengths. By quant…

astro-ph.EP20229 cited

On the Dayside Atmosphere of WASP-12b

Michael D. Himes, Joseph Harrington

The atmospheric structure of WASP-12b has been hotly contested for years, with disagreements on the presence of a thermal inversion as well as the carbon-to-oxygen ratio, C/O, due…

astro-ph.EP2021

An open-source Bayesian atmospheric radiative transfer (BART) code: III. Initialization, atmospheric profile generator, post-processing routines, and application to exoplanet WASP-43b

Jasmina Blecic, Joseph Harrington, Patricio E. Cubillos +12

This and companion papers by Harrington et al. 2021, submitted and Cubillos et al. 2021, submitted describe an open-source retrieval framework, Bayesian Atmospheric Radiative Trans…

astro-ph.EP20212 cited

An Open-Source Bayesian Atmospheric Radiative Transfer (BART) Code: I. Design, Tests, and Application to Exoplanet HD 189733 b

Joseph Harrington, Michael D. Himes, Patricio E. Cubillos +14

We present the open-source Bayesian Atmospheric Radiative Transfer (BART) retrieval package, which produces estimates and uncertainties for an atmosphere's thermal profile and chem…

astro-ph.IM20201 cited

Identification and Mitigation of a Vibrational Telescope Systematic with Application to Spitzer

Ryan C. Challener, Joseph Harrington, James Jenkins +17

We observed Proxima Centauri with the Spitzer Space Telescope InfraRed Array Camera (IRAC) five times in 2016 and 2017 to search for transits of Proxima Centauri b. Following stand…

astro-ph.EP201967 cited

An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval

Adam D. Cobb, Michael D. Himes, Frank Soboczenski +7

Machine learning is now used in many areas of astrophysics, from detecting exoplanets in Kepler transit signals to removing telescope systematics. Recent work demonstrated the pote…