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2020 – today
- 2024
[i7]Jalo Nousiainen, Byron Engler, Markus Kasper, Chang Rajani, Tapio Helin, Cédric T. Heritier, Sascha P. Quanz, Adrian M. Glauser:
Laboratory Experiments of Model-based Reinforcement Learning for Adaptive Optics Control. CoRR abs/2401.00242 (2024)- [i6]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 abs/2405.13469 (2024) - [i5]Timothy D. Gebhard, Jonas Wildberger, Maximilian Dax, Annalena Kofler, Daniel Angerhausen, Sascha P. Quanz, Bernhard Schölkopf:
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels. CoRR abs/2410.21477 (2024) - 2023
- [i4]Timothy D. Gebhard, Daniel Angerhausen, Björn S. Konrad, Eleonora Alei, Sascha P. Quanz, Bernhard Schölkopf:
Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks. CoRR abs/2309.03075 (2023) - [i3]Timothy D. Gebhard, Jonas Wildberger, Maximilian Dax, Daniel Angerhausen, Sascha P. Quanz, Bernhard Schölkopf:
Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling. CoRR abs/2312.08295 (2023) - 2022
- [i2]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 abs/2204.03439 (2022) - 2020
- [i1]Timothy D. Gebhard, Markus J. Bonse, Sascha P. Quanz, Bernhard Schölkopf:
Physically constrained causal noise models for high-contrast imaging of exoplanets. CoRR abs/2010.05591 (2020)
2010 – 2019
- 2015
- [j1]Adam Amara, Sascha P. Quanz, Joël Akeret:
PynPoint code for exoplanet imaging. Astron. Comput. 10: 107-115 (2015)
Coauthor Index
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