@inproceedings{SekuliĉSchneiderAntonetal., author = {Sekuliĉ, Ivan and Schneider, Philipp-Immanuel and Anton, Oliver and Da Ros, Elisa and Henderson, Victoria and Krutzik, Markus}, title = {Efficient machine-learning approach to optimize trapped cold atom ensembles for quantum memory applications}, series = {Proc. SPIE}, volume = {12740}, booktitle = {Proc. SPIE}, doi = {10.1117/12.2684406}, pages = {127400F}, language = {en} } @inproceedings{SchneiderZschiedrichHammerschmidtetal., author = {Schneider, Philipp-Immanuel and Zschiedrich, Lin and Hammerschmidt, Martin and Kuen, Lilli and Sekuliĉ, Ivan and Kluge, Julien and Leykauf, Bastian and Krutzik, Markus and Burger, Sven}, title = {Boosting quantum optics experiments with Bayesian optimization}, series = {Proc. SPIE}, volume = {12227}, booktitle = {Proc. SPIE}, doi = {10.1117/12.2632419}, pages = {122270F}, language = {en} } @article{AntonHendersonDaRosetal., author = {Anton, Oliver and Henderson, Victoria A. and Da Ros, Elisa and Sekuliĉ, Ivan and Burger, Sven and Schneider, Philipp-Immanuel and Krutzik, Markus}, title = {Review and experimental benchmarking of machine learning algorithms for efficient optimization of cold atom experiments}, series = {Mach. Learn. Sci. Technol.}, volume = {5}, journal = {Mach. Learn. Sci. Technol.}, doi = {10.1088/2632-2153/ad3cb6}, pages = {025022}, language = {en} } @article{MuellerMartinezLahuertaSekuliĉetal., author = {M{\"u}ller, Gabriel and Mart{\´i}nez-Lahuerta, V. J. and Sekuliĉ, Ivan and Burger, Sven and Schneider, Philipp-Immanuel and Gaaloul, Naceur}, title = {Bayesian optimization for state engineering of quantum gases}, series = {arXiv}, journal = {arXiv}, pages = {arXiv:2404.18234}, language = {en} } @misc{SekuliĉSchneiderHammerschmidtetal., author = {Sekuliĉ, Ivan and Schneider, Philipp-Immanuel and Hammerschmidt, Martin and Burger, Sven}, title = {Machine-learning driven design of metasurfaces: learn the physics and not the objective function}, series = {Proc. SPIE}, volume = {PC13017}, journal = {Proc. SPIE}, doi = {10.1117/12.3022119}, pages = {PC130170X}, language = {en} }