Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra.

Valentin Christiaens

Rakesh Nath-Ranga Olivier Absil Valentin Christiaens Emily O. Garvin Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra. 2024 abs/2405.13468 CoRR https://doi.org/10.48550/arXiv.2405.13468 db/journals/corr/corr2405.html#abs-2405-13468

Valentin Christiaens Carlos Alberto Gomez Gonzalez Ralf Farkas Carl-Henrik Dahlqvist Evert Nasedkin Julien Milli Olivier Absil Henry Ngo Carles Cantero Alan Rainot Iain Hammond Markus J. Bonse Faustine Cantalloube Arthur Vigan Vijay Phanindra Srikanth Kompella Paul J. Hancock VIP: A Python package for high-contrast imaging. 4774 2023 8 J. Open Source Softw. 81 https://doi.org/10.21105/joss.04774 https://www.wikidata.org/entity/Q119697059 db/journals/jossw/jossw8.html#ChristiaensGFDN23

Valentin Christiaens special: A Python package for the spectral characterization of directly imaged low-mass companions. 4456 2022 October 7 J. Open Source Softw. 78 https://doi.org/10.21105/joss.04456 db/journals/jossw/jossw7.html#Christiaens22

Olivier Absil Markus J. Bonse Faustine Cantalloube Carles Cantero Carl-Henrik Dahlqvist Ralf Farkas Emily O. Garvin Carlos Alberto Gomez Gonzalez Iain Hammond Paul J. Hancock Vijay Phanindra Srikanth Kompella Julien Milli Evert Nasedkin Rakesh Nath-Ranga Henry Ngo Alan Rainot Arthur Vigan