English
Related papers

Related papers: Estimating Exoplanet Mass using Machine Learning o…

200 papers

This paper presents a classification framework for the architectures of planetary systems based on a complete survey of the confirmed exoplanet population. With nearly 6000 confirmed exoplanets discovered, including more than 300…

Earth and Planetary Astrophysics · Physics 2025-02-20 Alex R. Howe , Juliette C. Becker , Christopher C. Stark , Fred C. Adams

With over 5,000 exoplanets currently detected, there is a need for a primary classification method to prioritise candidates for biosignature observations. Here, we develop a classification method to categorise rocky exoplanets based on…

Earth and Planetary Astrophysics · Physics 2023-01-25 Sarah R. N. McIntyre , Penelope L. King , Franklin P. Mills

High-precision planetary densities are key to derive robust atmospheric properties for extrasolar planets. Measuring precise masses is the most challenging part, especially in multi-planetary systems. We measure the masses and densities of…

The present study derives the distribution of secondary masses M2 for the 67 exoplanets and very low-mass brown dwarf companions of solar-type stars, known as of April 4, 2001. This distribution is related to the distribution of M2 sin i…

Astrophysics · Physics 2009-11-06 A. Jorissen , M. Mayor , S. Udry

The field of extrasolar planets has rapidly expanded to include the detection of planets with masses smaller than that of Uranus. Many of these are expected to have little or no hydrogen and helium gas and we might find Earth analogs among…

Astrophysics · Physics 2009-06-23 Diana Valencia , Dimitar D. Sasselov , Richard J. O'Connell , ;

Observations of protoplanetary disks have shown that forming exoplanets leave characteristic imprints on the gas and dust of the disk. In the gas, these forming exoplanets cause deviations from Keplerian motion, which can be detected…

Earth and Planetary Astrophysics · Physics 2023-05-03 J. P. Terry , C. Hall , S. Abreau , S. Gleyzer

Resolved debris disk features (e.g., warps, offsets, edges and gaps, azimuthal asymmetries, radially thickened rings, scale heights) contain valuable information about the underlying planetary systems, such as the posited planet's mass,…

Earth and Planetary Astrophysics · Physics 2020-02-05 Jiayin Dong , Rebekah I. Dawson , Andrew Shannon , Sarah Morrison

In addition to fitting the data of 233 extra-solar planets with power laws, we construct a correlated mass-period distribution function of extrasolar planets, as the first time in this field. The algorithm to generate a pair of positively…

Astrophysics · Physics 2008-11-26 Ing-Guey Jiang , Li-Chin Yeh , Yen-Chang Chang , Wen-Liang Hung

EXONEST is an algorithm dedicated to detecting and characterizing the photometric signatures of exoplanets, which include reflection and thermal emission, Doppler boosting, and ellipsoidal variations. Using Bayesian Inference, we can test…

Earth and Planetary Astrophysics · Physics 2015-06-17 Ben Placek , Kevin H. Knuth , Daniel Angerhausen

Microlensing is a proven extrasolar planet search method that has already yielded the detection of four exoplanets. These detections have changed our understanding of planet formation ``beyond the snowline'' by demonstrating that…

Astrophysics · Physics 2007-05-23 Andrew Gould , B. Scott Gaudi , David P. Bennett

In this study, ten exoplanets were studied. Their photometric observations were obtained from the ETD. After performing the data reduction steps, their parameters were obtained through Exofast online software. Then the total mass of the…

Earth and Planetary Astrophysics · Physics 2020-06-03 A. Poro , M. Hedayatjoo , Y. Dashti , F. MohammadiZadeh , M. Hashemi , E. Rajaei , A. Kazemi , A. Sarostad , M. Nastaran , Z. Zarei , A. Dehghani Ghanatghestani

The Kepler, K2, and Transiting Exoplanet Survey Satellite (TESS) missions have provided a wealth of confirmed exoplanets, benefiting from a huge effort from the planet-hunting and follow-up community. With careful systematics mitigation,…

Atmospheric retrievals (AR) characterize exoplanets by estimating atmospheric parameters from observed light spectra, typically by framing the task as a Bayesian inference problem. However, traditional approaches such as nested sampling are…

Instrumentation and Methods for Astrophysics · Physics 2023-12-14 Timothy D. Gebhard , Jonas Wildberger , Maximilian Dax , Daniel Angerhausen , Sascha P. Quanz , Bernhard Schölkopf

Determination of an exoplanet's mass is a key to understanding its basic properties, including its potential for supporting life. To date, mass constraints for exoplanets are predominantly based on radial velocity (RV) measurements, which…

Earth and Planetary Astrophysics · Physics 2014-01-27 Julien de Wit , Sara Seager

In the near-future, dedicated telescopes observe Earth-like exoplanets in reflected light, allowing their characterization. Because of the huge distances, every exoplanet will be a single pixel, but temporal variations in its spectral flux…

Earth and Planetary Astrophysics · Physics 2022-08-10 K. Meinke , D. M. Stam , P. M. Visser

Searching for exoplanets with different methods has always been the focus of astronomers over the past few years. Among multiple planet detection techniques, astrometry stands out for its capability to accurately determine the orbital…

Earth and Planetary Astrophysics · Physics 2023-09-22 Dong-Hong Wu

With the high number of extrasolar planets discovered by now, it becomes possible to constrain theoretical formation models in a statistical sense. This paper is the first in a series in which we carry out a large number of planet…

Earth and Planetary Astrophysics · Physics 2015-05-13 Christoph Mordasini , Yann Alibert , Willy Benz

We report new methods for evaluating realistic observing programs that search stars for planets by direct imaging, where observations are selected from an optimized star list, and where stars can be observed multiple times. We show how…

Instrumentation and Methods for Astrophysics · Physics 2015-05-18 Robert A. Brown , Remi Soummer

We show that a space-based gravitational microlensing survey for terrestrial extra-solar planets is feasible in the near future, and could provide a nearly complete picture of the properties of planetary systems in our Galaxy. We present…

Astrophysics · Physics 2009-10-31 David P. Bennett , Sun Hong Rhie

Multiple studies have shown that planet-planet scattering plays an important role in the dynamical evolution of planetary systems. For instance, it has been shown that planet-planet scattering can reproduce the eccentricity distribution of…

Earth and Planetary Astrophysics · Physics 2025-01-24 Hareesh Gautham Bhaskar , Hagai Perets
‹ Prev 1 8 9 10 Next ›