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Home Members Schneider, Philipp-Immanuel, Dr.

Schneider, Philipp-Immanuel, Dr.

Media Name: p_s_1.JPG

Contact

Room
2029
Phone
+49 30 84185-216
Email
Email
Division
Mathematics of Complex Systems
Department
Modeling and Simulation of Complex Processes
Group
Computational Nano Optics

Publications

2025
Bayesian optimization for state engineering of quantum gases Quantum Sci. Technol., Vol.10, p. 015033, 2025 Gabriel Müller, Victor J. Martínez-Lahuerta, Ivan Sekuliĉ, Sven Burger, Philipp-Immanuel Schneider, Naceur Gaaloul BibTeX
arXiv
DOI
Optimization strategies for colorful thin film solar cells Proc. SPIE, p. PC133610E, Vol.PC13361, 2025 Jonas Schaible, Hanifah Winarto, Victor Skorjanc, Danbi Yoo, Lea Zimmermann, Andreas Wessels, Klaus Jäger, Ivan Sekuliĉ, Philipp-Immanuel Schneider, Benedikt Bläsi, Sven Burger, Christiane Becker BibTeX
DOI
Optimizing Aesthetic Appearance of Perovskite Solar Cells Using Color Filters Solar RRL, Vol.9, p. 2400627, 2025 Jonas Schaible, Hanifah Winarto, Viktor Škorjanc, Danbi Yoo, Lea Zimmermann, Klaus Jäger, Ivan Sekuliĉ, Philipp‐Immanuel Schneider, Sven Burger, Andreas Wessels, Benedikt Bläsi, Christiane Becker BibTeX
DOI
2024
Fabrication uncertainty guided design optimization of a photonic crystal cavity by using Gaussian processes J. Opt. Soc. Am. B, Vol.41, p. 850, 2024 Matthias Plock, Felix Binkowski, Lin Zschiedrich, Phillip-Immanuel Schneider, Sven Burger BibTeX
DOI
arXiv
Fiber-coupled solid-state-based single-photon sources Specialty Optical Fibers, pp. 345-384, Woodhead Publishing, 2024 Anna Musial, Grzegorz Sek, Philipp-Immanuel Schneider, Stephan Reitzenstein BibTeX
DOI
Introduction and application of a new approach for model-based optical bidirectional measurements Meas. Sci. Technol., Vol.35, p. 085014, 2024 Jan Krüger, Phillip Manley, Detlef Bergmann, Rainer Köning, Bernd Bodermann, Christian Eder, Andreas Heinrich, Philipp-Immanuel Schneider, Martin Hammerschmidt, Lin Zschiedrich, Eberhard Manske BibTeX
DOI
Machine-learning driven design of metasurfaces: learn the physics and not the objective function Proc. SPIE, Vol.PC13017, p. PC130170X, 2024 Ivan Sekuliĉ, Philipp-Immanuel Schneider, Martin Hammerschmidt, Sven Burger BibTeX
DOI
Research data for "Fabrication uncertainty guided design optimization of a photonic crystal cavity by using Gaussian processes" Zenodo, p. doi: 10.5281/zenodo.8131611, 2024 Matthias Plock, Felix Binkowski, Lin Zschiedrich, Phillip-Immanuel Schneider, Sven Burger BibTeX
DOI
Review and experimental benchmarking of machine learning algorithms for efficient optimization of cold atom experiments Mach. Learn. Sci. Technol., Vol.5, p. 025022, 2024 Oliver Anton, Victoria A. Henderson, Elisa Da Ros, Ivan Sekuliĉ, Sven Burger, Philipp-Immanuel Schneider, Markus Krutzik BibTeX
DOI
arXiv
2023
Applying a Riesz-projection-based contour integral eigenvalue solver to compute resonance modes of a VCSEL Proc. SPIE, p. 125750J, Vol.12575, 2023 Lilli Kuen, Fridtjof Betz, Felix Binkowski, Philipp-Immanuel Schneider, Martin Hammerschmidt, Niels Heermeier, Sven Rodt, Stephan Reitzenstein, Sven Burger BibTeX
DOI
arXiv
Efficient machine-learning approach to optimize trapped cold atom ensembles for quantum memory applications Proc. SPIE, p. 127400F, Vol.12740, 2023 Ivan Sekuliĉ, Philipp-Immanuel Schneider, Oliver Anton, Elisa Da Ros, Victoria Henderson, Markus Krutzik BibTeX
DOI
Efficient reconstruction of model parameters using Bayesian target-vector optimization Proc. SPIE, p. PC1261905, Vol.PC12619, 2023 Matthias Plock, Sven Burger, Philipp-Immanuel Schneider BibTeX
DOI
Efficient simulation of microscopic imaging for reconstruction of nanostructures Proc. SPIE, p. PC126190B, Vol.PC12619, 2023 Phillip Manley, Jan Krüger, Bernd Bodermann, Rainer Köning, Andreas Heinrich, Christian Eder, Aksel Goehnermeier, Ulrike Zeiser, Martin Hammerschmidt, Lin Zschiedrich, Philipp-Immanuel Schneider BibTeX
DOI
Forward simulation of coherent beams on grating structures for coherent scatterometry Proc. SPIE, p. PC1261907, Vol.PC12619, 2023 Martin Hammerschmidt, Lin Zschiedrich, Lauryna Siaudinyté, Phillip Manley, Philipp-Immanuel Schneider, Sven Burger BibTeX
DOI
arXiv
Impact Study of Numerical Discretization Accuracy on Parameter Reconstructions and Model Parameter Distributions Metrologia, Vol.60, p. 054001, 2023 Matthias Plock, Martin Hammerschmidt, Sven Burger, Philipp-Immanuel Schneider, Christof Schütte BibTeX
DOI
arXiv
On aberration retrieval for optical microscopes in length metrology Proc. SPIE, p. PC126190A, Vol.PC12619, 2023 Jan Krüger, Bernd Bodermann, Rainer Köning, Phillip Manley, Lin Zschiedrich, Philipp-Immanuel Schneider, Andreas Heinrich, Christian Eder, Ulrike Zeiser, Aksel Goehnermeier BibTeX
DOI
2022
Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction Adv. Theory Simul., Vol.5, p. 2200112, 2022 Matthias Plock, Kas Andrle, Sven Burger, Philipp-Immanuel Schneider BibTeX
DOI
arXiv
Boosting quantum optics experiments with Bayesian optimization Proc. SPIE, p. 122270F, Vol.12227, 2022 Philipp-Immanuel Schneider, Lin Zschiedrich, Martin Hammerschmidt, Lilli Kuen, Ivan Sekuliĉ, Julien Kluge, Bastian Leykauf, Markus Krutzik, Sven Burger BibTeX
DOI
Computation of eigenfrequency sensitivities using Riesz projections for efficient optimization of nanophotonic resonators Commun. Phys., Vol.5, p. 202, 2022 Felix Binkowski, Fridtjof Betz, Martin Hammerschmidt, Philipp-Immanuel Schneider, Lin Zschiedrich, Sven Burger BibTeX
DOI
arXiv
Elementary, my dear Zernike: model order reduction for accelerating optical dimensional microscopy EPJ Web Conf., p. 10010, Vol.266, 2022 Phillip Manley, Jan Krüger, Lin Zschiedrich, Martin Hammerschmidt, Bernd Bodermann, Rainer Köning, Philipp-Immanuel Schneider BibTeX
DOI
Improving perovskite/silicon tandem solar cells with optical simulations Proc. SPIE, p. PC1215001, Vol.PC12150, 2022 Klaus Jäger, Johannes Sutter, Philipp Tockhorn, Martin Hammerschmidt, Philipp-Immanuel Schneider, Steve Albrecht, Christiane Becker BibTeX
DOI
Numerical methods for the investigation of resonances in nanophotonics The 12th International Conference on Metamaterials, Photonic Crystals and Plasmonics (META 2022), S. Zouhdi (Ed.), p. 247, 2022 Felix Binkowski, Fridtjof Betz, Martin Hammerschmidt, Philipp-Immanuel Schneider, Lin Zschiedrich, Sven Burger BibTeX
Reconstructing phase aberrations for high-precision dimensional microscopy Proc. SPIE, Vol.12137, p. 121370I, 2022 Philipp-Immanuel Schneider, Phillip Manley, Jan Krüger, Lin Zschiedrich, Rainer Köning, Bernd Bodermann, Sven Burger BibTeX
DOI
Research data and example scripts for the paper "Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction" Zenodo, 2022 Matthias Plock, Kas Andrle, Sven Burger, Philipp-Immanuel Schneider BibTeX
DOI
Source code and simulation data for Computation of eigenfrequency sensitivities using Riesz projections for efficient optimization of nanophotonic resonators Zenodo, 2022 Felix Binkowski, Fridtjof Betz, Martin Hammerschmidt, Philipp-Immanuel Schneider, Lin Zschiedrich, Sven Burger BibTeX
DOI
Untersuchung des Schwingungseinflusses auf gemessene Punktspreizfunktionen in der optischen Mikroskopie Proc. DGaO, p. P5, 2022 Jan Krüger, Phillip Manley, Lin Zschiedrich, Martin Hammerschmidt, Philipp-Immanuel Schneider, Rainer Köning, Bernd Bodermann BibTeX
URN
2021
Advances in Bayesian optimization for photonics and quantum atom optics applications OSA Advanced Photonics Congress, p. JTh1E.2, OSA Technical Digest, 2021 Philipp-Immanuel Schneider, Xavier Garcia-Santiago, Benjamin Wiegand, Oliver Anton, Markus Krutzik, Carsten Rockstuhl, Sven Burger BibTeX
DOI
Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures J. Light. Technol., Vol.39, p. 167, 2021 Xavier Garcia Santiago, Sven Burger, Carsten Rockstuhl, Philipp-Immanuel Schneider BibTeX
DOI
arXiv
Contour integral methods for resonance phenomena in nano-optics The 11th International Conference on Metamaterials, Photonic Crystals and Plasmonics (META 2021), S. Zouhdi, D. Pawlak, A. Kudelski (Eds.), p. 523, 2021 Felix Binkowski, Fridtjof Betz, Remi Colom, Martin Hammerschmidt, Philipp-Immanuel Schneider, Lin Zschiedrich, Sven Burger BibTeX
GIXRF and machine learning as metrological tools for shape and element sensitive reconstructions of periodic nanostructures Proc. SPIE, Vol.11611, p. 116110R, 2021 Anna Andrle, Philipp Hönicke, Grzegorz Gwalt, Philipp-Immanuel Schneider, Yves Kayser, Frank Siewert, Victor Soltwisch BibTeX
DOI
Optical simulations of nanotextured perovskite/silicon tandem solar cell HZB Data Service, 2021 Klaus Jäger, Johannes Sutter, Philipp-Immanuel Schneider, Martin Hammerschmidt, Christiane Becker BibTeX
DOI
Optimized diamond inverted nanocones for enhanced color center to fiber coupling Appl. Phys. Lett., Vol.118, p. 234002, 2021 Cem Güney Torun, Philipp-Immanuel Schneider, Martin Hammerschmidt, Sven Burger, Joseph H.D. Munns, Tim Schröder BibTeX
DOI
arXiv
Prospects of light management in perovskite/silicon tandem solar cells Nanophotonics, Vol.10, p. 1991, 2021 Klaus Jäger, Johannes Sutter, Martin Hammerschmidt, Philipp-Immanuel Schneider, Christiane Becker BibTeX
DOI
Recent advances in Bayesian optimization with applications to parameter reconstruction in optical nano-metrology Proc. SPIE, Vol.11783, p. 117830J, 2021 Matthias Plock, Sven Burger, Philipp-Immanuel Schneider BibTeX
DOI
arXiv
Shape- and Element-Sensitive Reconstruction of Periodic Nanostructures with Grazing Incidence X-ray Fluorescence Analysis and Machine Learning Nanomaterials, Vol.11, p. 1647, 2021 Anna Andrle, Philipp Hönicke, Grzegorz Gwalt, Philipp-Immanuel Schneider, Yves Kayser, Frank Siewert, Victor Soltwisch BibTeX
DOI
2020
Deterministic Quantum Devices for Optical Quantum Communication Semiconductor Nanophotonics, Michael Kneissl, Andreas Knorr, Stephan Reitzenstein, Axel Hoffmann (Eds.), Springer: Cham, pp. 285-359, 2020 Sven Rodt, Philipp-Immanuel Schneider, Lin Zschiedrich, Tobias Heindel, Samir Bounouar, Markus Kantner, Thomas Koprucki, Uwe Bandelow, Sven Burger, Stephan Reitzenstein BibTeX
DOI
Efficient Bayesian inversion for shape reconstruction of lithography masks J. Micro/Nanolith. MEMS MOEMS, Vol.19, p. 024001, 2020 Nando Farchmin, Martin Hammerschmidt, Philipp-Immanuel Schneider, Matthias Wurm, Bernd Bodermann, Markus Bär, Sebastian Heidenreich BibTeX
DOI
Front Cover: Plug&Play Fiber‐Coupled 73 kHz Single‐Photon Source Operating in the Telecom O‐Band (Adv. Quantum Technol. 6/2020) Adv. Quantum Technol., Vol.3, p. 2070061, 2020 Anna Musiał, Kinga Żołnacz, Nicole Srocka, Oleh Kravets, Jan Große, Jacek Olszewski, Krzysztof Poturaj, Grzegorz Wojcik, Paweł Mergo, Kamil Dybka, Mariusz Dyrkacz, Michal Dlubek, Kristian Lauritsen, Andreas Bülter, Philipp-Immanuel Schneider, Lin Zschiedrich, Sven Burger, Sven Rodt, Wacław Urbanczyk, Grzegorz Sek, Stephan Reitzenstein BibTeX
DOI
Plug&play fibre-coupled 73 kHz single-photon source operating in the telecom O-band Adv. Quantum Technol., Vol.3, p. 2000018, 2020 Anna Musiał, Kinga Żołnacz, Nicole Srocka, Oleh Kravets, Jan Große, Jacek Olszewski, Krzysztof Poturaj, Grzegorz Wojcik, Paweł Mergo, Dybka Kamil, Mariusz Dyrkacz, Michal Dlubek, Kristian Lauritsen, Andreas Bülter, Philipp-Immanuel Schneider, Lin Zschiedrich, Sven Burger, Sven Rodt, Wacław Urbanczyk, Grzegorz Sek, Stephan Reitzenstein BibTeX
DOI
arXiv
Role of Geometric Shape in Chiral Optics Symmetry, Vol.12, p. 158, 2020 Philipp Gutsche, Xavier Garcia Santiago, Philipp-Immanuel Schneider, Kevin McPeak, Manuel Nieto-Vesperinas, Sven Burger BibTeX
DOI
arXiv
Stand-alone quantum dot-based single-photon source operating at telecommunication wavelengths 10th International Conference on Spontaneous Coherence in Excitonic Systems ICSCE10, p. 39, 2020 Anna Musial, Kinga Zolnacz, Nicole Srocka, Oleh Kravets, Jan Große, Philipp-Immanuel Schneider, Jacek Olszewski, Krzystof Poturaj, Grzegorz Wojcik, Pawel Mergo, Kamil Dybka, Mariusz Dyrkacz, Michal Dlubek, Sven Rodt, Sven Burger, Lin Zschiedrich, Waclaw Urbanczyk, Grzegorz Sek, Stephan Reitzenstein BibTeX
2019
Benchmarking five global optimization approaches for nano-optical shape optimization and parameter reconstruction ACS Photonics, Vol.6, p. 2726, 2019 Philipp-Immanuel Schneider, Xavier Garcia Santiago, Victor Soltwisch, Martin Hammerschmidt, Sven Burger, Carsten Rockstuhl BibTeX
DOI
arXiv
Efficient global sensitivity analysis for silicon line gratings using polynomial chaos Proc. SPIE, Vol.11057, p. 110570J, 2019 Nando Farchmin, Martin Hammerschmidt, Philipp-Immanuel Schneider, Matthias Wurm, Markus Bär, Sebastian Heidenreich BibTeX
DOI
Grazing incidence x-ray fluorescence based characterization of nanostructures for element sensitive profile reconstruction Proc. SPIE, Vol.11057, p. 110570M, 2019 Anna Andrle, Philipp Hönicke, Philipp-Immanuel Schneider, Yves Kayser, Martin Hammerschmidt, Sven Burger, Frank Scholze, Burkhard Beckhoff, Victor Soltwisch BibTeX
DOI
arXiv
Method for direct coupling of a semiconductor quantum dot to an optical fiber for single-photon source applications Opt. Express, Vol.27, p. 26772, 2019 Kinga Żołnacz, Anna Musiał, Nicole Srocka, Jan Große, Maximilian Schlösinger, Philipp-Immanuel Schneider, Oleh Kravets, Monika Mikulicz, Jacek Olszewski, Krzysztof Poturaj, Grzegorz Wójcik, Paweł Mergo, Kamil Dybka, Mariusz Dyrkacz, Michał Dłubek, Sven Rodt, Sven Burger, Lin Zschiedrich, Grzegorz Sęk, Stephan Reitzenstein, Wacław Urbańczyk BibTeX
DOI
Numerical methods for simulation and optimization of the extraction efficiency from quantum-dot based single-photon emitters 7th International Workshop on Engineering of Quantum Emitter Properties (EQEP), Stephan Reitzenstein, Tobias Heindel (Eds.), p. 20, 2019 Sven Burger, Philipp-Immanuel Schneider, Theresa Höhne, Lin Zschiedrich BibTeX
Numerical optimization of resonant nanophotonic devices The Seventh International School and Conference on Photonics (PHOTONICA Belgrade), Milica Matijević, Marko Krstić, Petra Beličev (Eds.), p. 10, 2019, ISBN: 978-86-7306-153-5 Felix Binkowski, Philipp-Immanuel Schneider, Martin Hammerschmidt, Lin Zschiedrich, Sven Burger BibTeX
Numerical optimization of resonant photonic devices Proc. SPIE, p. 1105702, Vol.11057, 2019 Martin Hammerschmidt, Lin Zschiedrich, Philipp-Immanuel Schneider, Felix Binkowski, Sven Burger BibTeX
DOI
Spectral Expansion of the Scattering Response of Resonant Nanostructures EOS Topical Meeting on Diffractive Optics, Kimmo Saastamoinen (Ed.), p. 1, 2019, ISBN: 978-952-68553-8-7 Felix Binkowski, Lin Zschiedrich, Philipp-Immanuel Schneider, Martin Hammerschmidt, Xavier Garcia Santiago, Fridtjof Betz, Sven Burger BibTeX
Using Gaussian process regression for efficient parameter reconstruction Proc. SPIE, Vol.10959, p. 1095911, 2019 Philipp-Immanuel Schneider, Martin Hammerschmidt, Lin Zschiedrich, Sven Burger BibTeX
DOI
arXiv
2018
Chiral scatterers designed by Bayesian optimization J. Phys.: Conf. Ser., Vol.963, p. 012004, 2018 Philipp Gutsche, Philipp-Immanuel Schneider, Sven Burger, Manuel Nieto-Vesperinas BibTeX
DOI
arXiv
Enhanced photon-extraction efficiency from InGaAs/GaAs quantum dots in deterministic photonic structures at 1.3 μm fabricated by in-situ electron-beam lithography AIP Adv., Vol.8, p. 085205, 2018 Nicole Srocka, Anna Musiał, Philipp-Immanuel Schneider, Paweł Mrowiński, Paweł Holewa, Sven Burger, David Quandt, André Strittmatter, Sven Rodt, Stephan Reitzenstein, Grzegorz Sęk BibTeX
DOI
arXiv
Light Management for Engineering Luminescence in Nanoscale Environments By Numerical Optimization The Electrochemical Society, Meeting Abstracts, p. 1164, Vol.16, 2018 Philipp-Immanuel Schneider, Xavier Garcia Santiago, Felix Binkowski, Philipp Gutsche, Theresa Höhne, Martin Hammerschmidt, Lin Zschiedrich, Sven Burger BibTeX
DOI
Numerical optimization of the extraction efficiency of a quantum-dot based single-photon emitter into a single-mode fiber Opt. Express, Vol.26, p. 8479, 2018 Philipp-Immanuel Schneider, Nicole Srocka, Sven Rodt, Lin Zschiedrich, Stephan Reitzenstein, Sven Burger BibTeX
DOI
arXiv
Optimization of quantum optical devices with machine learning XXVI International Workshop on Optical Wave & Waveguide Theory and Numerical Modelling, Proceedings, p. 6, 2018, ISBN: 978-3-921823-98-9 Philipp-Immanuel Schneider, Lin Zschiedrich, Xavier Garcia Santiago, Sven Burger BibTeX
Shape design of a reflecting surface using Bayesian Optimization J. Phys.: Conf. Ser., Vol.963, p. 012003, 2018 Xavier Garcia Santiago, Philipp-Immanuel Schneider, Carsten Rockstuhl, Sven Burger BibTeX
DOI
Solving inverse problems appearing in design and metrology of diffractive optical elements by using Bayesian optimization Proc. SPIE, Vol.10694, p. 1069407, 2018 Martin Hammerschmidt, Philipp-Immanuel Schneider, Xavier Garcia Santiago, Lin Zschiedrich, Martin Weiser, Sven Burger BibTeX
DOI
2017
Global optimization of complex optical structures using Bayesian optimization based on Gaussian processes Proc. SPIE, Vol.10335, p. 103350O, 2017 Philipp-Immanuel Schneider, Xavier Garcia Santiago, Carsten Rockstuhl, Sven Burger BibTeX
DOI
arXiv