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Analysis of Exoplanet Detection Methods using Machine Learning and Deep Neural Networks
2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS), 2023Around 10 sextillion (1021) to a septillion (1024) stars have been estimated to exist in the observable universe. Only 5346 planets outside our solar system have been discovered.
Jobanbir Singh +1 more
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Astronomical Image Processing: Exoplanet Detection
System Configuration Management, 2023Time-Series data analysis for space data is flourishing exponentially in nature. This analysis depends upon the brightness of the under-detection or already detected planets, stars and galaxies.
M. S. Prasad +2 more
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Some Aspects of Exoplanets Detection with the Transit Method
Earth, Moon, and Planets, 1998 H. J. Deeg
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Exoplanet Detection by Astrometric Method
Chinese Astronomy and Astrophysics, 2017Abstract As we know, the exoplanets are mostly detected by the methods of radial velocity and transit, up to now only one is found by the astrometric method. As the data of the gaia will be soon released, astrometry will gradually become one of the most important methods for detecting exoplanets.
Wei-wei Xu +3 more
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Optimal method for exoplanet detection by angular differential imaging
Journal of the Optical Society of America A, 2009We propose a novel method for the efficient direct detection of exoplanets from the ground using angular differential imaging. The method combines images appropriately, then uses the combined images jointly in a maximum-likelihood framework to estimate the position and intensity of potential planets orbiting the observed star. It takes into account the
Mugnier, Laurent M. +5 more
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New Methods for the Detection and Characterization of Exoplanets
2022Advancements in detection technologies have allowed the discovery of thousands of exoplanets. These discoveries have revolutionized our understanding of the Universe; not only are planets ubiquitous, but the planetary systems they populate are as diverse as the complex processes that govern their formation allow. This thesis compiles several studies on
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Exoplanet Detection: A Detailed Analysis
Journées Bases de Données AvancéesThe exoplanet detection is the most exciting and challenging field of astronomy. The discovery of many exoplanets has revolutionized our understanding of the formation and evolution of planetary systems and has showed new ways to search for extra ...
Mahima Kaushik +3 more
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Astronomical Telescopes + Instrumentation, 2022
Radial velocity method can not only provide basic planetary parameters to characterize exoplanets, but also help to improve the detection efficiency of other detection methods such as transit and direct imaging.
Jilin Liu, Q. Lin, Zhuoxi Huo
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Radial velocity method can not only provide basic planetary parameters to characterize exoplanets, but also help to improve the detection efficiency of other detection methods such as transit and direct imaging.
Jilin Liu, Q. Lin, Zhuoxi Huo
semanticscholar +1 more source
Comparison of methods for detection and characterization of exoplanets with SPHERE/IRDIS
SPIE Proceedings, 2010SPHERE is a second generation instrument for the Very Large Telescope (VLT) which will aim at directly detecting the intrinsic flux of young giant exoplanets thanks to a dedicated extreme adaptive optics system and coronagraphs. Exoplanet detection in the near-infrared will be performed in parallel with an integral field spectrograph and a ...
Vigan, Arthur +13 more
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