Lars Leyendecker
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View article: Bayesian experimental design for optimizing medium composition and biomass formation of tobacco BY-2 cell suspension cultures in stirred-tank bioreactors
Bayesian experimental design for optimizing medium composition and biomass formation of tobacco BY-2 cell suspension cultures in stirred-tank bioreactors Open
Introduction The plant suspension cell culture Bright Yellow-2 (BY-2) can be an economic platform for producing complex biopharmaceuticals like cytokines and antibodies at small- and medium-scale because of potentially reduced cultivation …
View article: Deep learning based automation of mean linear intercept quantification in COPD research
Deep learning based automation of mean linear intercept quantification in COPD research Open
Chronic obstructive pulmonary disease (COPD), a major cause of global mortality, necessitates novel therapies targeting lung function and remodeling. Their effect on emphysema formation is initially investigated using mouse models by analy…
View article: Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches
Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches Open
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View article: Bayesian Experimental Design in Production Engineering: A Comprehensive Performance and Robustness Study
Bayesian Experimental Design in Production Engineering: A Comprehensive Performance and Robustness Study Open
View article: Predictive Quality Modeling for Ultra-Short-Pulse Laser Structuring utilizing Machine Learning
Predictive Quality Modeling for Ultra-Short-Pulse Laser Structuring utilizing Machine Learning Open
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View article: A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing Open
Deep learning-based defect detection is rapidly gaining importance for automating visual quality control tasks in industrial applications. However, due to usually low rejection rates in manufacturing processes, industrial defect detection …