most citedAn Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval

67 citations · 95 across the 7 of their papers we have counts for

collaborators

7 papers

astro-ph.IM20191 cited

Astro2020 APC White Paper: The Early Career Perspective on the Coming Decade, Astrophysics Career Paths, and the Decadal Survey Process

Emily Moravec, Ian Czekala, Kate Follette +53

In response to the need for the Astro2020 Decadal Survey to explicitly engage early career astronomers, the National Academies of Sciences, Engineering, and Medicine hosted the Ear…

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…

astro-ph.EP201911 cited

The Need for Laboratory Measurements and Ab Initio Studies to Aid Understanding of Exoplanetary Atmospheres

Jonathan J. Fortney, Tyler D. Robinson, Shawn Domagal-Goldman +85

We are now on a clear trajectory for improvements in exoplanet observations that will revolutionize our ability to characterize their atmospheric structure, composition, and circul…

astro-ph.EP2019

Imaging Cool Giant Planets in Reflected Light: Science Investigations and Synergy with Habitable Planets

Mark Marley, Nikole Lewis, Giada Arney +38

Planned astronomical observatories of the 2020s will be capable of obtaining reflected light photometry and spectroscopy of cool extrasolar giant planets. Here we explain that such…

astro-ph.EP20192 cited

Exploring the composition of icy bodies at the fringes of the Solar System with next generation space telescopes

Richard J. Cartwright, Bryan Holler, Susan Benecchi +4

Determining the distribution and spectral signature of volatile ices and organics exposed on icy body surfaces can provide crucial clues for deciphering how the outer solar system…

astro-ph.EP20197 cited

The remote detectability of Earth's biosphere through time and the importance of UV capability for characterizing habitable exoplanets

Christopher T. Reinhard, Edward W. Schwieterman, Stephanie L. Olson +10

Thousands of planets beyond our solar system have been discovered to date, dozens of which are rocky in composition and are orbiting within the circumstellar habitable zone of thei…