@misc{DeuflhardKornhuberSanderetal., author = {Deuflhard, Peter and Kornhuber, Ralf and Sander, Oliver and Schiela, Anton and Weiser, Martin}, title = {Mathematics cures virtual patients}, series = {MATHEON-Mathematics for Key Technologies}, volume = {1}, journal = {MATHEON-Mathematics for Key Technologies}, editor = {Deuflhard, Peter and Gr{\"o}tschel, Martin and H{\"o}mberg, Dietmar and Horst, Ulrich and Kramer, J{\"u}rg and Mehrmann, Volker and Polthier, Konrad and Schmidt, Frank and Sch{\"u}tte, Christof and Skutella, Martin and Sprekels, J{\"u}rgen}, publisher = {European Mathematical Society}, pages = {7 -- 25}, language = {en} } @inproceedings{SchneiderGarciaSantiagoWiegandetal., author = {Schneider, Philipp-Immanuel and Garcia-Santiago, Xavier and Wiegand, Benjamin and Anton, Oliver and Krutzik, Markus and Rockstuhl, Carsten and Burger, Sven}, title = {Advances in Bayesian optimization for photonics and quantum atom optics applications}, series = {OSA Advanced Photonics Congress}, booktitle = {OSA Advanced Photonics Congress}, doi = {10.1364/IPRSN.2021.JTh1E.2}, pages = {JTh1E.2}, language = {en} } @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} } @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} }