The impact of stellar surface magnetoconvection and oscillations on the detection of temperate, Earth-mass planets around Sun-like stars

HM Cegla - Geosciences, 2019 - mdpi.com
Detecting and confirming terrestrial planets is incredibly difficult due to their tiny size and
mass relative to Sun-like host stars. However, recent instrumental advancements are making …

Twenty-first-century statistical and computational challenges in astrophysics

ED Feigelson, RS De Souza… - Annual Review of …, 2021 - annualreviews.org
Modern astronomy has been rapidly increasing our ability to see deeper into the Universe,
acquiring enormous samples of cosmic populations. Gaining astrophysical insights from …

The effects of granulation and supergranulation on Earth-mass planet detectability in the habitable zone around F6-K4 stars

N Meunier, AM Lagrange - Astronomy & Astrophysics, 2020 - aanda.org
Context. The detectability of exoplanets and the determination of their projected mass in
radial velocity are affected by stellar magnetic activity and photospheric dynamics. Among …

3D magneto-hydrodynamical simulations of stellar convective noise for improved exoplanet detection-I. Case of regularly sampled radial velocity observations

S Sulis, D Mary, L Bigot - Astronomy & Astrophysics, 2020 - aanda.org
Context. Convective motions at the stellar surface generate a stochastic colored noise
source in the radial velocity (RV) data. This noise impedes the detection of small exoplanets …

Semi-supervised standardized detection of extrasolar planets

S Sulis, D Mary, L Bigot, M Deleuil - Astronomy & Astrophysics, 2022 - aanda.org
Context. The detection of small exoplanets with the radial velocity (RV) technique is limited
by various poorly known noise sources of instrumental and stellar origin. As a consequence …

Impact of stellar variability on exoplanet detectability and characterisation

N Meunier - Comptes Rendus. Physique, 2023 - comptes-rendus.academie-sciences …
Stellar variability has become a major issue to detect low mass planets using the radial
velocity technique. I present the approaches followed to characterise the amplitude and the …

Statistical methods using hydrodynamic simulations of stellar atmospheres for detecting exoplanets in radial velocity data

S Sulis - 2017 - theses.hal.science
Considering a time series affected by a colored noise of unknown statistics, a difficulty for
periodic signal detection is to control the true significance level at which the detection tests …

Semi-Supervised Standardized Detection of Periodic Signals with Application to Exoplanet Detection

S Sulis, D Mary, L Bigot - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
We propose a numerical methodology for detecting periodicities in unknown colored noise
and for evaluating the 'significance levels'(p-values) of the test statistics. The procedure …

[PDF][PDF] Quelques tests de détection s' adaptanta la distribution du bruit de fond en astronomie

D Mary, É Roquain, M Perrot-Dockes, S Sulis… - etienneroquain-81.webself.net
Dans cette note, nous considérons le probleme de construction de tests de détection pour
certains types de données issues de l'astrophysique. Une caractéristique commune des …