@article{SchneiderSantiagoRockstuhletal., 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}, series = {Proc. SPIE}, volume = {10335}, journal = {Proc. SPIE}, doi = {10.1117/12.2270609}, pages = {103350O}, language = {en} } @article{SantiagoSchneiderRockstuhletal., author = {Santiago, Xavier Garcia and Schneider, Philipp-Immanuel and Rockstuhl, Carsten and Burger, Sven}, title = {Shape design of a reflecting surface using Bayesian Optimization}, series = {J. Phys.: Conf. Ser.}, volume = {963}, journal = {J. Phys.: Conf. Ser.}, doi = {10.1088/1742-6596/963/1/012003}, pages = {012003}, language = {en} } @article{SantiagoBurgerRockstuhletal., 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}, series = {J. Light. Technol.}, volume = {39}, journal = {J. Light. Technol.}, doi = {10.1109/JLT.2020.3023450}, pages = {167}, language = {en} } @article{SchneiderSantiagoSoltwischetal., author = {Schneider, Philipp-Immanuel and Santiago, Xavier Garcia and Soltwisch, Victor and Hammerschmidt, Martin and Burger, Sven and Rockstuhl, Carsten}, title = {Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction}, series = {ACS Photonics}, volume = {6}, journal = {ACS Photonics}, doi = {10.1021/acsphotonics.9b00706}, pages = {2726}, language = {en} } @inproceedings{BinkowskiZschiedrichSchneideretal., 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}, series = {EOS Topical Meeting on Diffractive Optics}, booktitle = {EOS Topical Meeting on Diffractive Optics}, editor = {Saastamoinen, Kimmo}, isbn = {978-952-68553-8-7}, pages = {1}, language = {en} } @article{GutscheSantiagoSchneideretal., author = {Gutsche, Philipp and Santiago, Xavier Garcia and Schneider, Philipp-Immanuel and McPeak, Kevin and Nieto-Vesperinas, Manuel and Burger, Sven}, title = {Role of Geometric Shape in Chiral Optics}, series = {Symmetry}, volume = {12}, journal = {Symmetry}, doi = {10.3390/sym12010158}, pages = {158}, language = {en} } @article{HammerschmidtSchneiderSantiagoetal., author = {Hammerschmidt, Martin and Schneider, Philipp-Immanuel and Santiago, Xavier Garcia and Zschiedrich, Lin and Weiser, Martin and Burger, Sven}, title = {Solving inverse problems appearing in design and metrology of diffractive optical elements by using Bayesian optimization}, series = {Proc. SPIE}, volume = {10694}, journal = {Proc. SPIE}, doi = {10.1117/12.2315468}, pages = {1069407}, language = {en} } @inproceedings{SchneiderZschiedrichSantiagoetal., author = {Schneider, Philipp-Immanuel and Zschiedrich, Lin and Santiago, Xavier Garcia and Burger, Sven}, title = {Optimization of quantum optical devices with machine learning}, series = {XXVI International Workshop on Optical Wave \& Waveguide Theory and Numerical Modelling, Proceedings}, booktitle = {XXVI International Workshop on Optical Wave \& Waveguide Theory and Numerical Modelling, Proceedings}, isbn = {978-3-921823-98-9}, pages = {6}, language = {en} } @inproceedings{SchneiderSantiagoBinkowskietal., author = {Schneider, Philipp-Immanuel and Santiago, Xavier Garcia and Binkowski, Felix and Gutsche, Philipp and H{\"o}hne, Theresa and Hammerschmidt, Martin and Zschiedrich, Lin and Burger, Sven}, title = {Light Management for Engineering Luminescence in Nanoscale Environments By Numerical Optimization}, series = {The Electrochemical Society, Meeting Abstracts}, volume = {16}, booktitle = {The Electrochemical Society, Meeting Abstracts}, issn = {2151-2043}, doi = {10.1149/MA2018-01/16/1164}, pages = {1164}, 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} }