The DIAmante Transiting Exoplanet Sky Survey (TESS) AutoRegressive Planet Search (DTARPS) project, using novel statistical methods, has identified several hundred candidates for transiting planetary systems obtained from 0.9 million full-frame Image ...
Elizabeth J. Melton +5 more
doaj +2 more sources
exoplanet: Gradient-based probabilistic inference for exoplanet data & other astronomical time series [PDF]
What's Changed Adding test and fixing deprecated unit parameters by @dfm in https://github.com/exoplanet-dev/exoplanet/pull/211 Removing old ValueError in Keplerian orbit that should never be hit by @dfm in https://github.com/exoplanet-dev/exoplanet ...
Savel, Arjun +41 more
core +1 more source
exoplanet-dev/exoplanet: exoplanet v0.4.5
0.5.0 (2021-05-04) Adds high-level, pure-Theano/Aesara implementation of RegularGridInterpolator to replace compiled version #167 Moves compiled Ops to exoplanet-core making exoplanet a pure-Python package #171 Moves ReboundOp and ReboundOrbit to ...
emilygilbert +10 more
core +1 more source
Stellar Variability of Known Exoplanet Hosts Observed by TESS
Characterizing an exoplanet requires knowledge of its host star’s intrinsic properties. The activity of a star can lend a unique perspective of how the star interacts with an exoplanet atmosphere and the ability to confirm an exoplanet’s place in a ...
Simpson, Emilie +4 more
core +1 more source
Star Classification: A Deep Learning Approach for Identifying Binary and Exoplanet Stars [PDF]
We present a novel approach for classifying stars as binary or exoplanet using deep learning techniques. Our method utilizes feature extraction, wavelet transformation, and a neural network on the light curves of stars to achieve high-accuracy results ...
Kumar, Aman, Gharat, Sarvesh
core +1 more source
Correlations between the stellar, planetary, and debris components of exoplanet systems observed by Herschel [PDF]
J.P.M., C.E., J.M. and B.M. are partially supported by Spanish grant AYA 2011-26202. This work was supported by the European Union through ERC grant number no.
Lestrade, J.-F. +85 more
core +1 more source
Exoplanet imaging data challenge: benchmarking the various image processing methods for exoplanet detection [PDF]
The Exoplanet Imaging Data Challenge is a community-wide effort meant to offer a platform for a fair and common comparison of image processing methods designed for exoplanet direct detection. For this purpose, it gathers on a dedicated repository (Zenodo)
Desgrange, Célia +81 more
core +1 more source
Exoplanet characterization using conditional invertible neural networks [PDF]
Context. The characterization of the interior of an exoplanet is an inverse problem. The solution requires statistical methods such as Bayesian inference.
Ralf S. Klessen +26 more
core +2 more sources
The Unistellar Exoplanet Campaign: Citizen Science Results and Inherent Education Opportunities [PDF]
This paper presents early results from and prospects for exoplanet science using a citizen science private/public partnership observer network managed by the SETI Institute in collaboration with Unistellar.
Unistellar Citizen Scientists, +11 more
core +2 more sources
astrozeng/exoplanet: Exoplanet mass-radius plotting and analyzing tool
This is a Mathematica plotting tool developed to plot the exoplanet data in mass-radius diagram, and the relevant histograms (mass-histogram, radius-histogram, and \zeta-histogram).
astrozeng
core +1 more source

