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09/06/2023
Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks
Atmospheric retrievals (AR) of exoplanets typically rely on a combinatio...
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01/14/2020
Unsupervised Distribution Learning for Lunar Surface Anomaly Detection
In this work we show that modern data-driven machine learning techniques...
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05/25/2019
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric Retrieval
Machine learning is now used in many areas of astrophysics, from detecti...
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11/08/2018
Bayesian Deep Learning for Exoplanet Atmospheric Retrieval
Over the past decade, the study of exoplanets has shifted from their det...
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12/24/2017