Gaussian process regression for astronomical time series

S Aigrain, D Foreman-Mackey - Annual Review of Astronomy …, 2023 - annualreviews.org
The past two decades have seen a major expansion in the availability, size, and precision of
time-domain data sets in astronomy. Owing to their unique combination of flexibility …

Stellar obliquities in exoplanetary systems

SH Albrecht, RI Dawson, JN Winn - Publications of the …, 2022 - iopscience.iop.org
The rotation of a star and the revolutions of its planets are not necessarily aligned. This
article reviews the measurement techniques, key findings, and theoretical interpretations …

Modules for experiments in stellar astrophysics (MESA): time-dependent convection, energy conservation, automatic differentiation, and infrastructure

AS Jermyn, EB Bauer, J Schwab… - The Astrophysical …, 2023 - iopscience.iop.org
We update the capabilities of the open-knowledge software instrument Modules for
Experiments in Stellar Astrophysics (MESA). The new auto _ diff module implements …

Gaia Early Data Release 3: Summary of the contents and survey properties

NC Hambly, M Davidson, N Rowell… - Astronomy and …, 2021 - research.ed.ac.uk
Context. We present the early installment of the third Gaia data release, Gaia EDR3,
consisting of astrometry and photometry for 1.8 billion sources brighter than magnitude 21 …

A radius valley between migrated steam worlds and evaporated rocky cores

R Burn, C Mordasini, L Mishra, J Haldemann… - Nature …, 2024 - nature.com
The radius valley (or gap) in the observed distribution of exoplanet radii, which separates
smaller super-Earths from larger sub-Neptunes, is a key feature that theoretical models must …

The CHEOPS mission

W Benz, C Broeg, A Fortier, N Rando, T Beck… - Experimental …, 2021 - Springer
Abstract The CHaracterising ExOPlanet Satellite (CHEOPS) was selected on October 19,
2012, as the first small mission (S-mission) in the ESA Science Programme and successfully …

Fast and scalable Gaussian process modeling with applications to astronomical time series

D Foreman-Mackey, E Agol… - The Astronomical …, 2017 - iopscience.iop.org
The growing field of large-scale time domain astronomy requires methods for probabilistic
data analysis that are computationally tractable, even with large data sets. Gaussian …

Origins of hot Jupiters

RI Dawson, JA Johnson - Annual Review of Astronomy and …, 2018 - annualreviews.org
Hot Jupiters were the first exoplanets to be discovered around main sequence stars and
astonished us with their close-in orbits. They are a prime example of how exoplanets have …

Probing the interior physics of stars through asteroseismology

C Aerts - Reviews of Modern Physics, 2021 - APS
Yearslong time series of high-precision brightness measurements have been assembled for
thousands of stars with telescopes operating in space. Such data have allowed astronomers …

Gaia Data Release 3-Summary of the variability processing and analysis

L Eyer, M Audard, B Holl, L Rimoldini… - Astronomy & …, 2023 - aanda.org
Context. Gaia has been in operations since 2014, and two full data releases (DR) have been
delivered so far: DR1 in 2016 and DR2 in 2018. The third Gaia data release expands from …