Markus J. Bonse

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Imaging Devices

Knowledge Driven

Top Venues

J. Open Source Softw.

Publications

Emily O. Garvin, Markus J. Bonse, Jean Hayoz, Gabriele Cugno, Jonas Spiller, Polychronis A. Patapis, Dominique Petit Dit de la Roche, Rakesh Nath-Ranga, Olivier Absil, Nicolai F. Meinshausen, Sascha P. Quanz
Machine Learning for Exoplanet Detection in High-Contrast Spectroscopy: Revealing Exoplanets by Leveraging Hidden Molecular Signatures in Cross-Correlated Spectra with Convolutional Neural Networks. CoRR (2024)
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. J. Open Source Softw. 8 (81) (2023)
Timothy D. Gebhard, Markus J. Bonse, Sascha P. Quanz, Bernhard Schölkopf
Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework. CoRR (2022)
Timothy D. Gebhard, Markus J. Bonse, Sascha P. Quanz, Bernhard Schölkopf
Physically constrained causal noise models for high-contrast imaging of exoplanets. CoRR (2020)