A convolutional neural network (CNN) based ensemble model for exoplanet detection
Sign Up to like & getrecommendations! Published in 2021 at "Earth Science Informatics"
DOI: 10.1007/s12145-021-00579-5
Abstract: Exoplanet detection is an extremely active research topic in astronomy. Researchers in the past have attempted to detect exoplanets using conventional methods like Radial Velocity, Transit Method, Gravitational Microlensing, Direct Imaging, Polarimetry, Astrometry, etc. While… read more here.
Keywords: detection; astronomy; convolutional neural; exoplanet detection ... See more keywords
Quantum Hypothesis Testing for Exoplanet Detection.
Sign Up to like & getrecommendations! Published in 2021 at "Physical review letters"
DOI: 10.1103/physrevlett.127.130502
Abstract: Detecting the faint emission of a secondary source in the proximity of the much brighter one has been the most severe obstacle for using direct imaging in searching for exoplanets. Using quantum state discrimination and… read more here.
Keywords: testing exoplanet; hypothesis testing; source; exoplanet detection ... See more keywords
A Study of Periodograms Standardized Using Training Datasets and Application to Exoplanet Detection
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2017.2652391
Abstract: When the noise affecting time series is colored with unknown statistics, a difficulty for sinusoid detection is to control the true significance level of the test outcome. This paper investigates the possibility of using training… read more here.
Keywords: periodograms standardized; detection; standardized using; exoplanet detection ... See more keywords