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Room
2031
Phone
+49 30 84185-539
Email

Projects

Projects as Member

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ML for nanostructures (siMLopt)

This project is collaborative project together with Fraunhofer Institut für Integrierte Systeme und Bauelementetechnologie (IISB),Friedrich-Alexander Universität Erlangen...

ML for nanostructures (siMLopt)

Publications

2024
Fabrication uncertainty aware and robust design optimization of a photonic crystal nanobeam cavity by using Gaussian processes J. Am. Soc. B, 2024 (accepted for publication) Matthias Plock, Felix Binkowski, Lin Zschiedrich, Phillip-Immanuel Schneider, Sven Burger BibTeX
Plock, Matthias
2023
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
Plock, Matthias
High-performance designs for fiber-pigtailed quantum-light sources based on quantum dots in electrically-controlled circular Bragg gratings Opt. Express, Vol.31, p. 14750, 2023 Lucas Rickert, Fridtjof Betz, Matthias Plock, Sven Burger, Tobias Heindel BibTeX
DOI
arXiv
Plock, Matthias
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
Plock, Matthias
Sawfish Photonic Crystal Cavity for Near-Unity Emitter-to-Fiber Interfacing in Quantum Network Applications Adv. Opt. Mater., p. 2301286, 2023 (epub ahead of print) Julian M. Bopp, Matthias Plock, Tim Turan, Gregor Pieplow, Sven Burger, Tim Schröder BibTeX
DOI
arXiv
Plock, Matthias
‘Sawfish’ Spin-Photon Interface for Near-Unity Emitter-to-Waveguide Coupling Conference on Lasers and Electro-Optics (CLEO), p. SF1O.6, OSA Technical Digest, 2023 Julian M. Bopp, Matthias Plock, Tim Turan, Gregor Pieplow, Sven Burger, Tim Schröder BibTeX
DOI
Plock, Matthias
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
Plock, Matthias
Data publication for "High-performance designs for fiber-pigtailed quantum-light sources based on quantum dots in electrically-controlled circular Bragg gratings" Zenodo, p. 7360516, 2022 Lucas Rickert, Fridtjof Betz, Matthias Plock, Sven Burger, Tobias Heindel BibTeX
DOI
Plock, Matthias
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
Plock, Matthias
2021
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
Plock, Matthias