The transit method is one of the most relevant exoplanet detection techniques, which consists of detecting periodic eclipses in the light curves of stars.
neural networks
Posted inAI - Data - Apps - Cybernetics, Europa, Mapping, Geodesy, Cartography, Bathymetry, Status Report
Feature Extraction And Classification From Planetary Science Datasets Enabled By Machine Learning
In this paper we present two examples of recent investigations that we have undertaken, applying Machine Learning (ML) neural networks (NN) to image datasets from outer planet missions to achieve […]
Posted inAI - Data - Apps - Cybernetics, Atmospheres, Climate, Weather, Exoplanets, -moons, -comets, Status Report
Parameterizing Pressure-temperature Profiles Of Exoplanet Atmospheres With Neural Networks
Atmospheric retrievals (AR) of exoplanets typically rely on a combination of a Bayesian inference technique and a forward simulator to estimate atmospheric properties from an observed spectrum. A key component […]