/WaveCeptionNet

Code for the Paper "Identifying Exoplanet Candidates using waveCeptionNet".The paper has been accepted by The Astronomical Journal

Primary LanguageJupyter Notebook

WaveCeptionNet

The code is being organized and uploaded.

data-process.ipynb： Example of Data Preprocessing

machine-readable table containing a list of the TCEs and associated information

multiple.csv: multiple transiting planet systems from the confirmed planet system table at NExScI (https://nexsci.caltech.edu/).

train_val_test.csv: TIC ID, orbital period, planet radius, stellar radius, duration, depth, estimated SNR, transit depth, transit duration, training label, and the waveCeptionNet class scores and predicted classification.

NExScI_SPOC.csv: TESS has discovered 413 transiting exoplanets to date according to the NExScI Exoplanet Archive's planetary systems table, NExScI_SPOC.csv provides the performance of WaveCeptionNet on these objects with SPOC data.