@article{SchneiderSantiagoSoltwischetal.2019, 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}, volume = {6}, journal = {ACS Photonics}, arxiv = {http://arxiv.org/abs/1809.06674}, doi = {10.1021/acsphotonics.9b00706}, pages = {2726}, year = {2019}, language = {en} } @article{GutscheSantiagoSchneideretal.2020, 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}, volume = {12}, journal = {Symmetry}, arxiv = {http://arxiv.org/abs/1808.01855}, doi = {10.3390/sym12010158}, pages = {158}, year = {2020}, language = {en} } @inproceedings{SchneiderSantiagoBinkowskietal.2018, 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}, volume = {16}, booktitle = {The Electrochemical Society, Meeting Abstracts}, issn = {2151-2043}, doi = {10.1149/MA2018-01/16/1164}, pages = {1164}, year = {2018}, language = {en} } @article{HammerschmidtSchneiderSantiagoetal.2018, 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}, volume = {10694}, journal = {Proc. SPIE}, doi = {10.1117/12.2315468}, pages = {1069407}, year = {2018}, language = {en} } @inproceedings{SchneiderZschiedrichSantiagoetal.2018, author = {Schneider, Philipp-Immanuel and Zschiedrich, Lin and Santiago, Xavier Garcia and Burger, Sven}, title = {Optimization of quantum optical devices with machine learning}, booktitle = {XXVI International Workshop on Optical Wave \& Waveguide Theory and Numerical Modelling, Proceedings}, isbn = {978-3-921823-98-9}, pages = {6}, year = {2018}, language = {en} } @article{FarchminHammerschmidtSchneideretal.2020, author = {Farchmin, Nando and Hammerschmidt, Martin and Schneider, Philipp-Immanuel and Wurm, Matthias and Bodermann, Bernd and B{\"a}r, Markus and Heidenreich, Sebastian}, title = {Efficient Bayesian inversion for shape reconstruction of lithography masks}, volume = {19}, journal = {J. Micro/Nanolith. MEMS MOEMS}, doi = {10.1117/1.JMM.19.2.024001}, pages = {024001}, year = {2020}, 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} } @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{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{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} } @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} }