@inproceedings{BurgerSchneiderHoehneetal.2019, author = {Burger, Sven and Schneider, Philipp-Immanuel and H{\"o}hne, Theresa and Zschiedrich, Lin}, title = {Numerical methods for simulation and optimization of the extraction efficiency from quantum-dot based single-photon emitters}, booktitle = {7th International Workshop on Engineering of Quantum Emitter Properties (EQEP)}, editor = {Reitzenstein, Stephan and Heindel, Tobias}, pages = {20}, year = {2019}, language = {en} } @inproceedings{BinkowskiZschiedrichSchneideretal.2019, author = {Binkowski, Felix and Zschiedrich, Lin and Schneider, Philipp-Immanuel and Hammerschmidt, Martin and Santiago, Xavier Garcia and Betz, Fridtjof and Burger, Sven}, title = {Spectral Expansion of the Scattering Response of Resonant Nanostructures}, booktitle = {EOS Topical Meeting on Diffractive Optics}, editor = {Saastamoinen, Kimmo}, isbn = {978-952-68553-8-7}, pages = {1}, year = {2019}, language = {en} } @inproceedings{BinkowskiSchneiderHammerschmidtetal.2019, author = {Binkowski, Felix and Schneider, Philipp-Immanuel and Hammerschmidt, Martin and Zschiedrich, Lin and Burger, Sven}, title = {Numerical optimization of resonant nanophotonic devices}, booktitle = {The Seventh International School and Conference on Photonics (PHOTONICA Belgrade)}, editor = {Matijević, Milica and Krstić, Marko and Beličev, Petra}, isbn = {978-86-7306-153-5}, pages = {10}, year = {2019}, language = {en} } @misc{MusiałŻołnaczSrockaetal.2020, author = {Musiał, Anna and Żołnacz, Kinga and Srocka, Nicole and Kravets, Oleh and Große, Jan and Olszewski, Jacek and Poturaj, Krzysztof and Wojcik, Grzegorz and Mergo, Paweł and Dybka, Kamil and Dyrkacz, Mariusz and Dlubek, Michal and Lauritsen, Kristian and B{\"u}lter, Andreas and Schneider, Philipp-Immanuel and Zschiedrich, Lin and Burger, Sven and Rodt, Sven and Urbanczyk, Wacław and Sek, Grzegorz and Reitzenstein, Stephan}, title = {Front Cover: Plug\&Play Fiber-Coupled 73 kHz Single-Photon Source Operating in the Telecom O-Band (Adv. Quantum Technol. 6/2020)}, volume = {3}, journal = {Adv. Quantum Technol.}, doi = {10.1002/qute.202070061}, pages = {2070061}, year = {2020}, language = {en} } @article{SantiagoBurgerRockstuhletal.2021, author = {Santiago, Xavier Garcia and Burger, Sven and Rockstuhl, Carsten and Schneider, Philipp-Immanuel}, title = {Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures}, volume = {39}, journal = {J. Light. Technol.}, arxiv = {http://arxiv.org/abs/2101.02972}, doi = {10.1109/JLT.2020.3023450}, pages = {167}, year = {2021}, language = {en} } @article{SchneiderSrockaRodtetal.2018, author = {Schneider, Philipp-Immanuel and Srocka, Nicole and Rodt, Sven and Zschiedrich, Lin and Reitzenstein, Stephan and Burger, Sven}, title = {Numerical optimization of the extraction efficiency of a quantum-dot based single-photon emitter into a single-mode fiber}, volume = {26}, journal = {Opt. Express}, arxiv = {http://arxiv.org/abs/1803.03438}, doi = {10.1364/OE.26.008479}, pages = {8479}, year = {2018}, language = {en} } @article{SantiagoSchneiderRockstuhletal.2018, author = {Santiago, Xavier Garcia and Schneider, Philipp-Immanuel and Rockstuhl, Carsten and Burger, Sven}, title = {Shape design of a reflecting surface using Bayesian Optimization}, volume = {963}, journal = {J. Phys.: Conf. Ser.}, doi = {10.1088/1742-6596/963/1/012003}, pages = {012003}, year = {2018}, language = {en} } @article{GutscheSchneiderBurgeretal.2018, author = {Gutsche, Philipp and Schneider, Philipp-Immanuel and Burger, Sven and Nieto-Vesperinas, Manuel}, title = {Chiral scatterers designed by Bayesian optimization}, volume = {963}, journal = {J. Phys.: Conf. Ser.}, arxiv = {http://arxiv.org/abs/1712.07091}, doi = {10.1088/1742-6596/963/1/012004}, pages = {012004}, year = {2018}, language = {en} } @article{AndrleHoenickeSchneideretal.2019, author = {Andrle, Anna and H{\"o}nicke, Philipp and Schneider, Philipp-Immanuel and Kayser, Yves and Hammerschmidt, Martin and Burger, Sven and Scholze, Frank and Beckhoff, Burkhard and Soltwisch, Victor}, title = {Grazing incidence x-ray fluorescence based characterization of nanostructures for element sensitive profile reconstruction}, volume = {11057}, journal = {Proc. SPIE}, arxiv = {http://arxiv.org/abs/2104.13749}, doi = {10.1117/12.2526082}, pages = {110570M}, year = {2019}, language = {en} } @article{FarchminHammerschmidtSchneideretal.2019, author = {Farchmin, Nando and Hammerschmidt, Martin and Schneider, Philipp-Immanuel and Wurm, Matthias and B{\"a}r, Markus and Heidenreich, Sebastian}, title = {Efficient global sensitivity analysis for silicon line gratings using polynomial chaos}, volume = {11057}, journal = {Proc. SPIE}, doi = {10.1117/12.2525978}, pages = {110570J}, year = {2019}, language = {en} } @article{ŻołnaczMusiałSrockaetal.2019, author = {Żołnacz, Kinga and Musiał, Anna and Srocka, Nicole and Große, Jan and Schl{\"o}singer, Maximilian and Schneider, Philipp-Immanuel and Kravets, Oleh and Mikulicz, Monika and Olszewski, Jacek and Poturaj, Krzysztof and W{\´o}jcik, Grzegorz and Mergo, Paweł and Dybka, Kamil and Dyrkacz, Mariusz and Dłubek, Michał and Rodt, Sven and Burger, Sven and Zschiedrich, Lin and Sęk, Grzegorz and Reitzenstein, Stephan and Urbańczyk, Wacław}, title = {Method for direct coupling of a semiconductor quantum dot to an optical fiber for single-photon source applications}, volume = {27}, journal = {Opt. Express}, doi = {10.1364/OE.27.026772}, pages = {26772}, year = {2019}, language = {en} } @inproceedings{HammerschmidtZschiedrichSchneideretal.2019, author = {Hammerschmidt, Martin and Zschiedrich, Lin and Schneider, Philipp-Immanuel and Binkowski, Felix and Burger, Sven}, title = {Numerical optimization of resonant photonic devices}, volume = {11057}, booktitle = {Proc. SPIE}, doi = {10.1117/12.2534348}, pages = {1105702}, year = {2019}, language = {en} } @article{SchneiderSantiagoRockstuhletal.2017, author = {Schneider, Philipp-Immanuel and Santiago, Xavier Garcia and Rockstuhl, Carsten and Burger, Sven}, title = {Global optimization of complex optical structures using Bayesian optimization based on Gaussian processes}, volume = {10335}, journal = {Proc. SPIE}, arxiv = {http://arxiv.org/abs/1707.08479}, doi = {10.1117/12.2270609}, pages = {103350O}, year = {2017}, language = {en} } @article{TorunSchneiderHammerschmidtetal.2021, author = {Torun, Cem G{\"u}ney and Schneider, Philipp-Immanuel and Hammerschmidt, Martin and Burger, Sven and Munns, Joseph H.D. and Schr{\"o}der, Tim}, title = {Optimized diamond inverted nanocones for enhanced color center to fiber coupling}, volume = {118}, journal = {Appl. Phys. Lett.}, arxiv = {http://arxiv.org/abs/2105.13333}, doi = {10.1063/5.0050338}, pages = {234002}, year = {2021}, language = {en} } @inproceedings{SchneiderGarciaSantiagoWiegandetal.2021, 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}, booktitle = {OSA Advanced Photonics Congress}, doi = {10.1364/IPRSN.2021.JTh1E.2}, pages = {JTh1E.2}, year = {2021}, language = {en} } @inproceedings{MusialZolnaczSrockaetal.2020, author = {Musial, Anna and Zolnacz, Kinga and Srocka, Nicole and Kravets, Oleh and Große, Jan and Schneider, Philipp-Immanuel and Olszewski, Jacek and Poturaj, Krzystof and Wojcik, Grzegorz and Mergo, Pawel and Dybka, Kamil and Dyrkacz, Mariusz and Dlubek, Michal and Rodt, Sven and Burger, Sven and Zschiedrich, Lin and Urbanczyk, Waclaw and Sek, Grzegorz and Reitzenstein, Stephan}, title = {Stand-alone quantum dot-based single-photon source operating at telecommunication wavelengths}, booktitle = {10th International Conference on Spontaneous Coherence in Excitonic Systems ICSCE10}, pages = {39}, year = {2020}, language = {en} } @inproceedings{HammerschmidtZschiedrichSiaudinyteetal.2023, author = {Hammerschmidt, Martin and Zschiedrich, Lin and Siaudinyt{\´e}, Lauryna and Manley, Phillip and Schneider, Philipp-Immanuel and Burger, Sven}, title = {Forward simulation of coherent beams on grating structures for coherent scatterometry}, volume = {PC12619}, booktitle = {Proc. SPIE}, arxiv = {http://arxiv.org/abs/2309.06109}, doi = {10.1117/12.2673231}, pages = {PC1261907}, year = {2023}, language = {en} } @inproceedings{PlockBurgerSchneider2023, author = {Plock, Matthias and Burger, Sven and Schneider, Philipp-Immanuel}, title = {Efficient reconstruction of model parameters using Bayesian target-vector optimization}, volume = {PC12619}, booktitle = {Proc. SPIE}, doi = {10.1117/12.2673590}, pages = {PC1261905}, year = {2023}, language = {en} } @article{AntonHendersonDaRosetal.2024, author = {Anton, Oliver and Henderson, Victoria A. and Da Ros, Elisa and Sekulic, 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}, volume = {5}, journal = {Mach. Learn. Sci. Technol.}, arxiv = {http://arxiv.org/abs/2312.13397}, doi = {10.1088/2632-2153/ad3cb6}, pages = {025022}, year = {2024}, language = {en} } @inproceedings{SekulicSchneiderAntonetal.2023, author = {Sekulic, 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}, volume = {12740}, booktitle = {Proc. SPIE}, doi = {10.1117/12.2684406}, pages = {127400F}, year = {2023}, language = {en} }