- Detection of exomoons in simulated light curves with a regularized ...🔍
- [2005.13035] Detection of exomoons in simulated light curves with a ...🔍
- AI Method Developed by NYUAD Researchers Offers a New ...🔍
- Photometric Search for Exomoons by using Convolutional Neural ...🔍
- Results as a function of training size. The training set includes all...🔍
- On the detectability of habitable exomoons with Kepler|class ...🔍
- Photometric search for exomoons by using convolutional neural ...🔍
- Signals of exomoons in averaged light curves of exoplanets🔍
Detection of exomoons in simulated light curves with a regularized ...
Detection of exomoons in simulated light curves with a regularized ...
We test the feasibility of a supervised convolutional neural network to classify photometric transit light curves of planet-host stars and identify exomoon ...
Detection of exomoons in simulated light curves with a regularized ...
Aims. We test the feasibility of a supervised convolutional neural network to classify photometric transit light curves of planet-host stars and identify ...
[2005.13035] Detection of exomoons in simulated light curves with a ...
We test the feasibility of a supervised convolutional neural network to classify photometric transit light curves of planet-host stars and ...
Detection of exomoons in simulated light curves with a regularized ...
This work test the feasibility of a supervised convolutional neural network to classify photometric transit light curves of planet-host stars and identify ...
Detection of exomoons in simulated light curves with a regularized ...
Stellar, planetary, and exomoon parameters for the transit light- curve simulations. The subscripts and ⊕ refer to the Sun and Earth values, ...
Detection of exomoons in simulated light curves with a regularized ...
Aims. We test the feasibility of a supervised convolutional neural network to classify photometric transit light curves of planet-host stars and ...
Detection of exomoons in simulated light curves with a regularized ...
Fingerprint. Dive into the research topics of 'Detection of exomoons in simulated light curves with a regularized convolutional neural network'.
Detection of exomoons in simulated light curves with a regularized ...
Aims.We test the feasibility of a supervised convolutional neural network to classify photometric transit light curves of planet-host stars and identify exomoon ...
AI Method Developed by NYUAD Researchers Offers a New ...
In the paper titled Detection of exomoons in simulated light curves with a regularized convolutional neural network, published in the ...
Photometric Search for Exomoons by using Convolutional Neural ...
It is found that CNNs trained by combined synthetic and observed light curves ... Detection of exomoons in simulated light curves with a regularized convolutional ...
Results as a function of training size. The training set includes all...
sizes. Data set 1 was used. from publication: Detection of exomoons in simulated light curves with a regularized convolutional neural network | Context ...
Detection of exomoons in simulated light curves with a regularized convolutional neural network. Rasha Alshehhi, Kai Rodenbeck, Laurent Gizon, Katepalli R ...
On the detectability of habitable exomoons with Kepler-class ...
In this paper, we evaluate the range of exomoons that the Kepler Mission or Kepler-class photometry (KCP) could detect through transit timing effects, with ...
Photometric search for exomoons by using convolutional neural ...
... Detection of exomoons in simulated light curves with a regularized convolutional neural network. Alshehhi R., Rodenbeck K., Gizon L., Sreenivasan K.R.. Q1. EDP ...
Signals of exomoons in averaged light curves of exoplanets
... detection of a moon in the transit light curves via the so-called scatter ... simulated ground-based observations, while the detection limit of the ...
ON THE DETECTION OF EXOMOONS: A SEARCH ... - OUCI
Detection of exomoons in simulated light curves with a regularized convolutional neural network. Rasha Alshehhi, Kai Rodenbeck, Laurent Gizon, Katepalli R ...
The Effects of Under and Over Sampling in Exoplanet Transit ...
Alshehhi, R., Rodenbeck, K., Gizon, L., Sreenivasan, K.R.: Detection of exomoons in simulated light curves with a regularized convolutional ...
The transits of extrasolar planets with moons - UCL Discovery
Barnes and Fortney (2004) provide simulations of transit light curves featuring ring ... Further, LUNA models the exomoon's light curve dip and thus the moon's.
An exomoon survey of 70 cool giant exoplanets and the ... - Nature
Detailed inspection of the pixel light curves shows that the pixels of highest planetary transit signal-to-noise ratio (SNR) coincide with the ...
kepler light curve: Topics by Science.gov
... exomoon detection can be found in the literature. After our largest survey ... analysis pipeline, requires high-fidelity simulated data. This simulated ...