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 …
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 …
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
We update the capabilities of the open-knowledge software instrument Modules for
Experiments in Stellar Astrophysics (MESA). The new auto _ diff module implements …
Experiments in Stellar Astrophysics (MESA). The new auto _ diff module implements …
A giant planet candidate transiting a white dwarf
A Vanderburg, SA Rappaport, S Xu, IJM Crossfield… - Nature, 2020 - nature.com
Astronomers have discovered thousands of planets outside the Solar System, most of which
orbit stars that will eventually evolve into red giants and then into white dwarfs. During the …
orbit stars that will eventually evolve into red giants and then into white dwarfs. During the …
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 …
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 …
astonished us with their close-in orbits. They are a prime example of how exoplanets have …
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 …
delivered so far: DR1 in 2016 and DR2 in 2018. The third Gaia data release expands from …
An asteroseismic view of the radius valley: stripped cores, not born rocky
V Van Eylen, C Agentoft, MS Lundkvist… - Monthly Notices of …, 2018 - academic.oup.com
Various theoretical models treating the effect of stellar irradiation on planetary envelopes
predict the presence of a radius valley, ie a bimodal distribution of planet radii, with super …
predict the presence of a radius valley, ie a bimodal distribution of planet radii, with super …
Exoplanet biosignatures: a review of remotely detectable signs of life
EW Schwieterman, NY Kiang, MN Parenteau… - Astrobiology, 2018 - liebertpub.com
In the coming years and decades, advanced space-and ground-based observatories will
allow an unprecedented opportunity to probe the atmospheres and surfaces of potentially …
allow an unprecedented opportunity to probe the atmospheres and surfaces of potentially …