@article{PlockBurgerSchneider, author = {Plock, Matthias and Burger, Sven and Schneider, Philipp-Immanuel}, title = {Recent advances in Bayesian optimization with applications to parameter reconstruction in optical nano-metrology}, series = {Proc. SPIE}, volume = {11783}, journal = {Proc. SPIE}, doi = {10.1117/12.2592266}, pages = {117830J}, language = {en} } @article{PlockAndrleBurgeretal., author = {Plock, Matthias and Andrle, Kas and Burger, Sven and Schneider, Philipp-Immanuel}, title = {Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction}, series = {Adv. Theory Simul.}, volume = {5}, journal = {Adv. Theory Simul.}, doi = {10.1002/adts.202200112}, pages = {2200112}, language = {en} } @misc{RickertBetzPlocketal., author = {Rickert, Lucas and Betz, Fridtjof and Plock, Matthias and Burger, Sven and Heindel, Tobias}, title = {Data publication for "High-performance designs for fiber-pigtailed quantum-light sources based on quantum dots in electrically-controlled circular Bragg gratings"}, series = {Zenodo}, journal = {Zenodo}, doi = {10.5281/zenodo.7360516}, pages = {7360516}, language = {en} } @misc{PlockAndrleBurgeretal., author = {Plock, Matthias and Andrle, Kas and Burger, Sven and Schneider, Philipp-Immanuel}, title = {Research data and example scripts for the paper "Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction"}, series = {Zenodo}, journal = {Zenodo}, doi = {10.5281/zenodo.6359594}, language = {en} } @article{RickertBetzPlocketal., author = {Rickert, Lucas and Betz, Fridtjof and Plock, Matthias and Burger, Sven and Heindel, Tobias}, title = {High-performance designs for fiber-pigtailed quantum-light sources based on quantum dots in electrically-controlled circular Bragg gratings}, series = {Opt. Express}, volume = {31}, journal = {Opt. Express}, doi = {10.1364/OE.486060}, pages = {14750}, language = {en} } @inproceedings{BoppPlockTuranetal., author = {Bopp, Julian M. and Plock, Matthias and Turan, Tim and Pieplow, Gregor and Burger, Sven and Schr{\"o}der, Tim}, title = {'Sawfish' Spin-Photon Interface for Near-Unity Emitter-to-Waveguide Coupling}, series = {Conference on Lasers and Electro-Optics (CLEO)}, booktitle = {Conference on Lasers and Electro-Optics (CLEO)}, doi = {10.1364/CLEO_SI.2023.SF1O.6}, pages = {SF1O.6}, language = {en} } @article{PlockHammerschmidtBurgeretal., author = {Plock, Matthias and Hammerschmidt, Martin and Burger, Sven and Schneider, Philipp-Immanuel and Sch{\"u}tte, Christof}, title = {Impact Study of Numerical Discretization Accuracy on Parameter Reconstructions and Model Parameter Distributions}, series = {Metrologia}, volume = {60}, journal = {Metrologia}, doi = {10.1088/1681-7575/ace4cd}, pages = {054001}, abstract = {In optical nano metrology numerical models are used widely for parameter reconstructions. Using the Bayesian target vector optimization method we fit a finite element numerical model to a Grazing Incidence x-ray fluorescence data set in order to obtain the geometrical parameters of a nano structured line grating. Gaussian process, stochastic machine learning surrogate models, were trained during the reconstruction and afterwards sampled with a Markov chain Monte Carlo sampler to determine the distribution of the reconstructed model parameters. The numerical discretization parameters of the used finite element model impact the numerical discretization error of the forward model. We investigated the impact of the polynomial order of the finite element ansatz functions on the reconstructed parameters as well as on the model parameter distributions. We showed that such a convergence study allows to determine numerical parameters which allows for efficient and accurate reconstruction results.}, language = {en} } @inproceedings{PlockBurgerSchneider, author = {Plock, Matthias and Burger, Sven and Schneider, Philipp-Immanuel}, title = {Efficient reconstruction of model parameters using Bayesian target-vector optimization}, series = {Proc. SPIE}, volume = {PC12619}, booktitle = {Proc. SPIE}, doi = {10.1117/12.2673590}, pages = {PC1261905}, language = {en} } @misc{PlockBinkowskiZschiedrichetal., author = {Plock, Matthias and Binkowski, Felix and Zschiedrich, Lin and Schneider, Phillip-Immanuel and Burger, Sven}, title = {Research data for "Fabrication uncertainty guided design optimization of a photonic crystal cavity by using Gaussian processes"}, series = {Zenodo}, journal = {Zenodo}, doi = {10.5281/zenodo.8131611}, pages = {doi: 10.5281/zenodo.8131611}, language = {en} } @article{PlockBinkowskiZschiedrichetal., author = {Plock, Matthias and Binkowski, Felix and Zschiedrich, Lin and Schneider, Phillip-Immanuel and Burger, Sven}, title = {Fabrication uncertainty aware and robust design optimization of a photonic crystal nanobeam cavity by using Gaussian processes}, series = {J. Opt. Soc. Am. B}, volume = {41}, journal = {J. Opt. Soc. Am. B}, doi = {10.1364/JOSAB.505767}, pages = {850}, language = {en} } @article{BoppPlockTuranetal., author = {Bopp, Julian M. and Plock, Matthias and Turan, Tim and Pieplow, Gregor and Burger, Sven and Schr{\"o}der, Tim}, title = {Sawfish Photonic Crystal Cavity for Near-Unity Emitter-to-Fiber Interfacing in Quantum Network Applications}, series = {Adv. Opt. Mater.}, journal = {Adv. Opt. Mater.}, doi = {10.1002/adom.202301286}, pages = {2301286}, language = {en} }