@article{UBHD-69091267, author={Haldemann, Jonas and Ksoll, Victor F. and Walter, Daniel and Alibert, Yann and Klessen, Ralf S. and Benz, Willy and K{\"o}the, Ullrich and Ardizzone, Lynton and Rother, Carsten}, title={Exoplanet characterization using conditional invertible neural networks}, year={2023}, pages={1-16}, language={eng}, issn={1432-0746}, volume={672(2023) vom: Apr.}, number={Artikel-ID A180}, note={Gesehen am 29.06.2023}, journal={Astronomy and astrophysics}, doi={10.1051/0004-6361/202243230}, } @incollection{UBHD-68972809, author={Haldemann, Jonas and Ksoll, Victor F. and Walter, Daniel and Alibert, Yann and Klessen, Ralf S. and Benz, Willy and K{\"o}the, Ullrich and Ardizzone, Lynton and Rother, Carsten}, title={Exoplanet characterization using conditional invertible neural networks}, year={2022}, pages={1-15}, language={eng}, note={Gesehen am 12.10.2022}, booktitle={Arxiv}, } @article{UBHD-69146031, author={Kang, Da Eun and Klessen, Ralf S. and Ksoll, Victor F. and Ardizzone, Lynton and K{\"o}the, Ullrich and Glover, Simon}, title={Noise-Net}, subtitle={determining physical properties of H ii regions reflecting observational uncertainties}, year={2023}, pages={4981-5001}, language={eng}, issn={1365-2966}, volume={520}, number={4 vom: Apr.}, note={Gesehen am 24.11.2023}, journal={Monthly notices of the Royal Astronomical Society}, doi={10.1093/mnras/stad072}, } @article{UBHD-69140489, author={Kang, Da Eun and Ksoll, Victor F. and Itrich, Dominika and Testi, Leonardo and Klessen, Ralf S. and Hennebelle, Patrick and Molinari, Sergio}, title={Spectral classification of young stars using conditional invertible neural networks}, subtitle={I. Introducing and validating the method}, year={2023}, pages={1-29}, language={eng}, issn={1432-0746}, volume={674(2023) vom: Juni}, number={Artikel-ID A175}, note={Gesehen am 07.11.2023}, journal={Astronomy and astrophysics}, doi={10.1051/0004-6361/202346345}, } @article{UBHD-68906795, author={Kang, Da Eun and Pellegrini, Eric William and Ardizzone, Lynton and Klessen, Ralf S. and K{\"o}the, Ullrich and Glover, Simon and Ksoll, Victor F.}, title={Emission-line diagnostics of H ii regions using conditional invertible neural networks}, year={2022}, pages={31 S.}, language={eng}, issn={1365-2966}, volume={512}, note={Gesehen am 12.04.2022}, journal={Monthly notices of the Royal Astronomical Society}, doi={10.1093/mnras/stac222}, } @book{UBHD-68761936, author={Ksoll, Victor F.}, title={Characterising pre-main-sequence stars in the large magellanic cloud with machine and deep learning techniques}, address={Heidelberg}, year={2021}, pages={1 Online-Ressource (267 Seiten)}, language={eng}, school={Dissertation, Ruperto-Carola-University of Heidelberg, 2021}, doi={10.11588/heidok.00030216}, keywords={Sternentstehung / Maschinelles Lernen}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-302167}, library={UB}, } @book{UBHD-68775239, author={Ksoll, Victor F.}, organization={Universit{\"a}t Heidelberg}, title={Characterising pre-main-sequence stars in the large magellanic cloud with machine and deep learning techniques}, address={Heidelberg}, year={2021}, pages={xv, 248 Seiten}, language={eng}, note={Publikationsbasierte Dissertation bestehend aus einem Text und 4 Zeitschriftenaufs{\"a}tzen}, school={Dissertation, Ruperto-Carola-University of Heidelberg, 2021}, keywords={Sternentstehung / Maschinelles Lernen}, library={UB [Signatur: 2021 U 718]}, } @article{UBHD-68354136, author={Ksoll, Victor F. and Gouliermis, Dimitrios A. and Klessen, Ralf S. and Grebel, Eva K.}, title={Hubble Tarantula Treasury Project}, subtitle={VI. identification of pre-main-sequence stars using machine-learning techniques}, year={2018}, pages={2389-2414}, language={eng}, issn={1365-2966}, volume={479}, number={2}, note={Gesehen am 01.02.2019}, journal={Monthly notices of the Royal Astronomical Society}, doi={10.1093/mnras/sty1317}, } @article{UBHD-68748753, author={Ksoll, Victor F. and Gouliermis, Dimitrios A. and Sabbi, Elena and Ryon, Jenna E. and Robberto, Massimo and Gennaro, Mario and Klessen, Ralf S. and K{\"o}the, Ullrich and De Marchi, Guido and Chen, C.-H. Rosie and Cignoni, Michele and Dolphin, Andrew E.}, title={Measuring young stars in space and time}, subtitle={ II. the pre-main-sequence stellar content of N44}, year={2021}, pages={1-25}, language={eng}, issn={1538-3881}, volume={161}, note={Gesehen am 15.06.2021}, journal={The astronomical journal}, doi={10.3847/1538-3881/abee8c}, } @article{UBHD-68748761, author={Ksoll, Victor F. and Gouliermis, Dimitrios A. and Sabbi, Elena and Ryon, Jenna E. and Robberto, Massimo and Gennaro, Mario and Klessen, Ralf S. and K{\"o}the, Ullrich and De Marchi, Guido and Chen, C.-H. Rosie and Cignoni, Michele and Dolphin, Andrew E.}, title={Measuring young stars in space and time}, subtitle={ I. the photometric catalog and extinction properties of N44}, year={2021}, pages={1-21}, language={eng}, issn={1538-3881}, volume={161}, note={Gesehen am 15.06.2021}, journal={The astronomical journal}, doi={10.3847/1538-3881/abee8b}, } @article{UBHD-68875738, author={Ksoll, Victor F. and Ardizzone, Lynton and Klessen, Ralf S. and K{\"o}the, Ullrich and Sabbi, Elena and Robberto, Massimo and Gouliermis, Dimitrios A. and Rother, Carsten and Zeidler, Peter and Gennaro, Mario}, title={Stellar parameter determination from photometry using invertible neural networks}, year={2020}, pages={39 S.}, language={eng}, issn={1365-2966}, volume={499}, note={Gesehen am 02.03.2022}, journal={Monthly notices of the Royal Astronomical Society}, doi={10.1093/mnras/staa2931}, }