Papers matching “Bayesian experimental design” 54
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Bayesian experimental design in production engineering: a comprehensive performance and robustness study2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access
Lars Leyendecker, Ana Maria Gonzalez Degetau, Katharina Bata, Jessica Emonts, Angela Schmitz, Robert Heinrich Schmitt
0citations -
Scalable Method for Bayesian Experimental Design without Integrating over Posterior Distribution2025 SIAM/ASA Journal on Uncertainty Quantification article Decision Sciences Optimal Experimental Design Methods Open access
Truong‐Vinh Hoang, Luis Espath, Sebastian Krumscheid, Raul F. Tempone
0citations -
Bayesian experimental design for optimizing medium composition and biomass formation of tobacco BY-2 cell suspension cultures in stirred-tank bioreactors2025 Frontiers in Bioengineering and Biotechnology article Biochemistry, Genetics and Molecular Biology Plant tissue culture and regeneration Open access
Lars Leyendecker, Henrik Nausch, Christian Wergers, Dirk Scheffler, Robert Heinrich Schmitt
6citations -
Corrigendum to “Small-noise approximation for Bayesian optimal experimental design with nuisance uncertainty” [Comput. Methods Appl. Mech. Engrg. 399 (2022) 115320]0citations
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Bayesian optimisation rivals expert-led Design of Experiments in high-dimensional cultivation medium optimisation2026 SSRN Electronic Journal preprint Decision Sciences Optimal Experimental Design Methods Open access
Leon Poduschnick, Martin A. Stoffel, Christopher G. Lucas, Jørgen Barsett Magnus
0citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
A Guide to Bayesian Optimization in Bioprocess Engineering2026 Biotechnology and Bioengineering article Decision Sciences Optimal Experimental Design Methods Open access
Maximilian Siska, Emma Pajak, Katrin Rosenthal, Ehecatl Antonio del Rio‐Chanona, Eric von Lieres, Laura M. Helleckes
14citations -
Bayesian calibration, process modeling and uncertainty quantification in biotechnology2022 PLoS Computational Biology article Decision Sciences Optimal Experimental Design Methods Open access cited by 1 patent
Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges
34citations -
bletl - A Python Package for Integrating Microbioreactors in the Design-Build-Test-Learn Cycle2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Michael Osthege, Niklas Tenhaef, Rebecca Zyla, Carolin Müller, Johannes Hemmerich, Wolfgang Wiechert, +2 more
3citations -
A Guide to Bayesian Optimization in Bioprocess Engineering2026 RWTH Publications (RWTH Aachen) article Decision Sciences Optimal Experimental Design Methods Open access
Maximilian Siska, Emma Pajak, Katrin Rosenthal, Ehecatl Antonio del Rio‐Chanona, Eric von Lieres und Wilkau, Laura M. Helleckes
0citations