Search Results for author: Joseph Harrington

Found 2 papers, 1 papers with code

Accurate Machine Learning Atmospheric Retrieval via a Neural Network Surrogate Model for Radiative Transfer

no code implementations5 Mar 2020 Michael D. Himes, Joseph Harrington, Adam D. Cobb, Atilim Gunes Baydin, Frank Soboczenski, Molly D. O'Beirne, Simone Zorzan, David C. Wright, Zacchaeus Scheffer, Shawn D. Domagal-Goldman, Giada N. Arney

Machine learning (ML) has recently been shown to provide a significant reduction in runtime for retrievals, mainly by training inverse ML models that predict parameter distributions, given observed spectra, albeit with reduced posterior accuracy.

Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics

TEA: A Code for Calculating Thermochemical Equilibrium Abundances

1 code implementation24 May 2015 Jasmina Blecic, Joseph Harrington, M. Oliver Bowman

There is a start guide, a user manual, and a code document in addition to this theory paper.

Instrumentation and Methods for Astrophysics

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