English
Related papers

Related papers: Using Independent Component Analysis to detect exo…

200 papers

Atmospheric refraction affects to various degrees exoplanet transit, lunar eclipse, as well as stellar occultation observations. Exoplanet retrieval algorithms often use analytical expressions for the column abundance along a ray traversing…

Earth and Planetary Astrophysics · Physics 2017-03-23 Yan Betremieux , Lisa Kaltenegger

We present a catalog of uniformly processed 3.6-$\mu$m and 4.5-$\mu$m band exoplanet thermal phase curves based on Infrared Array Camera observations obtained from the Spitzer Heritage Archive. The catalog includes phase curve measurements…

Earth and Planetary Astrophysics · Physics 2025-03-04 Mark R Swain , Kyle A Pearson , Thaddeus D. Komacek , Geoffrey Bryden , Emeline Fromont , Gautam Vasisht , Gael Roudier , Robert T. Zellem

In the context of exoplanet detection, the performance of coronagraphs is limited by wavefront errors. To efficiently correct for these aberrations with a deformable mirror, it is mandatory to measure them using the science detector with a…

Astrophysics · Physics 2009-11-13 R. Galicher , P. Baudoz , G. Rousset

Linear Independent Component Analysis (ICA) is a blind source separation technique that has been used in various domains to identify independent latent sources from observed signals. In order to obtain a higher signal-to-noise ratio, the…

Machine Learning · Computer Science 2023-12-04 Ambroise Heurtebise , Pierre Ablin , Alexandre Gramfort

We model the detectability of exoplanets around stars in the Beta Pic Moving Group (BPMG) using the Gemini Planet Imager (GPI), a coronagraphic instrument designed to detect companions by imaging. Members of the BPMG are considered…

Solar and Stellar Astrophysics · Physics 2015-05-18 Tiffany Kataria , Michal Simon

Direct imaging of exoplanets requires very high contrast levels, which are obtained using coronagraphs. But residual quasi-static aberrations create speckles in the focal plane downstream of the coronagraph which mask the planet. This…

Instrumentation and Methods for Astrophysics · Physics 2015-06-16 J. Mazoyer , P. Baudoz , R. Galicher , M. Mas , G. Rousset

The majority of exoplanets found to date have been discovered via the transit method, and transmission spectroscopy represents the primary method of studying these distant worlds. Currently, in-depth atmospheric characterization of…

There are several methods for indirectly detecting exoplanets, such as transit, radial velocity, astrometry, and the conventional gravitational microlensing approach. These methods rely on observing the effects of exoplanets on the emission…

Earth and Planetary Astrophysics · Physics 2024-07-09 Fatemeh Bagheri , Ramon E. Lopez , Amir Shahmoradi

Hypothetical influences of variability of light velocity due to the parameters of the source of radiation, for the results of spectral measurements of stars to search for exoplanets are considered. Accounting accelerations of stars relative…

General Physics · Physics 2013-01-22 B. R. Mushailov , V. S. Teplitskaya

In order to understand the exoplanet, you need to understand its parent star. Astrophysical parameters of extrasolar planets are directly and indirectly dependent on the properties of their respective host stars. These host stars are very…

Earth and Planetary Astrophysics · Physics 2017-07-25 Kaspar von Braun , Tabetha Boyajian

A key to understand exoplanets is characterisation of their host stars. One of the most powerful tools to characterise stellar properties like effective temperature, surface gravity and metallicity, is spectroscopy based on observations of…

Earth and Planetary Astrophysics · Physics 2025-04-04 Carina M. Persson

Reliable measures of statistical dependence could be useful tools for learning independent features and performing tasks like source separation using Independent Component Analysis (ICA). Unfortunately, many of such measures, like the…

Machine Learning · Statistics 2017-10-17 Philemon Brakel , Yoshua Bengio

We present the results of a study to optimize the principal component analysis (PCA) algorithm for planet detection, a new algorithm complementing ADI and LOCI for increasing the contrast achievable next to a bright star. The stellar PSF is…

Earth and Planetary Astrophysics · Physics 2015-06-17 T. Meshkat , M. Kenworthy , S. P. Quanz , A. Amara

In April 2020, KAGRA conducted its first science observation in combination with the GEO~600 detector (O3GK) for two weeks. According to the noise budget estimation, suspension control noise in the low frequency band and acoustic noise in…

Instrumentation and Methods for Astrophysics · Physics 2022-06-14 KAGRA collaboration , H. Abe , T. Akutsu , M. Ando , A. Araya , N. Aritomi , H. Asada , Y. Aso , S. Bae , Y. Bae , R. Bajpai , K. Cannon , Z. Cao , E. Capocasa , M. Chan , C. Chen , D. Chen , K. Chen , Y. Chen , C-Y. Chiang , Y-K. Chu , S. Eguchi , M. Eisenmann , Y. Enomoto , R. Flaminio , H. K. Fong , Y. Fujii , Y. Fujikawa , Y. Fujimoto , I. Fukunaga , D. Gao , G. -G. Ge , S. Ha , I. P. W. Hadiputrawan , S. Haino , W. -B. Han , K. Hasegawa , K. Hattori , H. Hayakawa , K. Hayama , Y. Himemoto , N. Hirata , C. Hirose , T-C. Ho , B-H. Hsieh , H-F. Hsieh , C. Hsiung , H-Y. Huang , P. Huang , Y-C. Huang , Y. -J. Huang , D. C. Y. Hui , S. Ide , K. Inayoshi , Y. Inoue , K. Ito , Y. Itoh , C. Jeon , H. -B. Jin , k. Jung , P. Jung , K. Kaihotsu , T. Kajita , M. Kakizaki , M. Kamiizumi , N. Kanda , T. Kato , K. Kawaguchi , C. Kim , J. Kim , J. C. Kim , Y. -M. Kim , N. Kimura , T. Kiyota , Y. Kobayashi , K. Kohri , K. Kokeyama , A. K. H. Kong , N. Koyama , C. Kozakai , J. Kume , Y. Kuromiya , S. Kuroyanagi , K. Kwak , E. Lee , H. W. Lee , R. Lee , M. Leonardi , K. L. Li , P. Li , L. C. -C. Lin , C-Y. Lin , E. T. Lin , F-K. Lin , F-L. Lin , H. L. Lin , G. C. Liu , L. -W. Luo , M. Ma'arif , E. Majorana , Y. Michimura , N. Mio , O. Miyakawa , K. Miyo , S. Miyoki , Y. Mori , S. Morisaki , N. Morisue , Y. Moriwaki , K. Nagano , K. Nakamura , H. Nakano , M. Nakano , Y. Nakayama , T. Narikawa , L. Naticchioni , L. Nguyen Quynh , W. -T. Ni , T. Nishimoto , A. Nishizawa , S. Nozaki , Y. Obayashi , W. Ogaki , J. J. Oh , K. Oh , M. Ohashi , T. Ohashi , M. Ohkawa , H. Ohta , Y. Okutani , K. Oohara , S. Oshino , S. Otabe , K. -C. Pan , A. Parisi , J. Park , F. E. Peña Arellano , S. Saha , Y. Saito , K. Sakai , T. Sawada , Y. Sekiguchi , L. Shao , Y. Shikano , H. Shimizu , K. Shimode , H. Shinkai , T. Shishido , A. Shoda , K. Somiya , I. Song , R. Sugimoto , J. Suresh , T. Suzuki , T. Suzuki , T. Suzuki , H. Tagoshi , H. Takahashi , R. Takahashi , S. Takano , H. Takeda , M. Takeda , K. Tanaka , T. Tanaka , T. Tanaka , S. Tanioka , A. Taruya , T. Tomaru , T. Tomura , L. Trozzo , T. Tsang , J-S. Tsao , S. Tsuchida , T. Tsutsui , D. Tuyenbayev , N. Uchikata , T. Uchiyama , A. Ueda , T. Uehara , K. Ueno , G. Ueshima , T. Ushiba , M. H. P. M. van Putten , J. Wang , T. Washimi , C. Wu , H. Wu , T. Yamada , K. Yamamoto , T. Yamamoto , K. Yamashita , R. Yamazaki , Y. Yang , S. Yeh , J. Yokoyama , T. Yokozawa , T. Yoshioka , H. Yuzurihara , S. Zeidler , M. Zhan , H. Zhang , Y. Zhao , Z. -H. Zhu

Imaging faint objects, such as exoplanets or disks, around nearby stars is extremely challenging because host star images are dominated by the telescope diffraction pattern. Using a coronagraph is an efficient solution for removing…

It has been shown that spectroscopy of transiting extrasolar planets can potentially provide a wealth of information about their atmospheres. Herein, we set up the inverse problem in spectroscopic retrieval. We use non-linear optimal…

Earth and Planetary Astrophysics · Physics 2015-06-03 M. R. Line , X. Zhang , G. Vaisht , P. Chen , V. Natraj , P. Chen , Y. L. Yung

Data-driven models of stellar spectra are useful tools to study non-stellar information, such as the Diffuse Interstellar Bands (DIBs) caused by intervening interstellar material. Using $\sim 55000$ spectra of $\sim 17000$ red clump stars…

Astrophysics of Galaxies · Physics 2024-02-08 Kevin A. McKinnon , Melissa K. Ness , Constance M. Rockosi , Puragra Guhathakurta

NASA's Kepler Mission promises to detect transiting Earth-sized planets in the habitable zones of solar-like stars. In addition, it will be poised to detect the reflected light component from close-in extrasolar giant planets (CEGPs)…

Astrophysics · Physics 2009-11-07 Jon M. Jenkins , Laurance R. Doyle

We present an analysis on the detection viability of refraction effects in Kepler's exoplanet atmospheres using binning techniques for their light curves in order to compare against simulated refraction effects. We split the Kepler…

Earth and Planetary Astrophysics · Physics 2025-07-04 Dereck-Alexandre Lizotte , Jason Rowe , James Sikora , Michael R. B. Matesic

The 'Internal Linear Combination' (ILC) component separation method has been extensively used to extract a single component, the CMB, from the WMAP multifrequency data. We generalise the ILC approach for separating other millimetre…

Cosmology and Nongalactic Astrophysics · Physics 2016-02-24 Mathieu Remazeilles , Jacques Delabrouille , Jean-Francois Cardoso
‹ Prev 1 8 9 10 Next ›