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Plock, Matthias

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Contact

Position
Guest
Room
2031
Phone
+49 30 84185-539
Email
plock@zib.de
Division
Mathematics of Complex Systems
Department
Modeling and Simulation of Complex Processes
Group
Computational Nano Optics

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

2025
High Purcell enhancement in all-TMDC nanobeam resonator designs with optically active monolayers for nanolasers arXiv, p. arXiv:2508.05333, 2025 Felix Binkowski, Aris Koulas-Simos, Fridtjof Betz, Matthias Plock, Ivan Sekuliĉ, Phillip Manley, Martin Hammerschmidt, Philipp-Immanuel Schneider, Lin Zschiedrich, Battulga Munkhbat, Stephan Reitzenstein, Sven Burger BibTeX
DOI
Machine learning approach for full Bayesian parameter reconstruction Proc. SPIE, p. 1356806, Vol.13568, 2025 Martin Hammerschmidt, Matthias Plock, Sven Burger, Vinh Truong, Victor Soltwisch, Philipp-Immanuel Schneider BibTeX
DOI
Source code and simulation results: High Purcell enhancement in all-TMDC nanobeam resonator designs with optically active monolayers for nanolasers Zenodo, 2025 Felix Binkowski, Aris Koulas-Simos, Fridtjof Betz, Matthias Plock, Ivan Sekuliĉ, Phillip Manley, Martin Hammerschmidt, Philipp-Immanuel Schneider, Lin Zschiedrich, Battulga Munkhbat, Stephan Reitzenstein, Sven Burger 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
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
Sawfish Photonic Crystal Cavity for Near-Unity Emitter-to-Fiber Interfacing in Quantum Network Applications Adv. Opt. Mater., Vol.12, p. 2301286, 2024 Julian M. Bopp, Matthias Plock, Tim Turan, Gregor Pieplow, Sven Burger, Tim Schröder BibTeX
DOI
arXiv
‘Sawfish’ Photonic Crystal Cavity for Near-Unity Emitter-to-Fiber Interfacing in Quantum Network Applications (Advanced Optical Materials 13/2024) Adv. Optical Mater., Vol.12, p. 2470046, 2024 Julian M. Bopp, Matthias Plock, Tim Turan, Gregor Pieplow, Sven Burger, Tim Schröder BibTeX
DOI
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
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
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
‘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
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
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
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
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

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