Challenges for the automatic generation of simulation models for production systems. - Sören Bergmann; Steffen Straßburger (SummerSim, 2010)

Approximation of Dispatching Rules in Manufacturing Control Using Artificial Neural Networks. - Sören Bergmann; Sören Stelzer (PADS, 2011)

Initialization of simulation models using CMSD. - Sören Bergmann; Sören Stelzer; Steffen Straßburger (WSC, 2011)

A new web based method for distribution of simulation experiments based on the CMSD standard. - Sören Bergmann; Sören Stelzer; Steffen Straßburger (WSC, 2012)

Model generation in SLX using CMSD and XML stylesheet transformations. - Sören Bergmann; Sören Stelzer; Sascha Wüstemann; Steffen Straßburger (WSC, 2012)

On the use of artificial neural networks in simulation-based manufacturing control. - Sören Bergmann; Sören Stelzer; Steffen Straßburger (J. Simulation, 2014)

Knowledge Discovery in Manufacturing Simulations. - Niclas Feldkamp; Sören Bergmann; Steffen Straßburger (SIGSIM-PADS, 2015)

Approximation of dispatching rules for manufacturing simulation using data mining methods. - Sören Bergmann; Niclas Feldkamp; Steffen Strassburger (WSC, 2015)

Visual analytics of manufacturing simulation data. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger (WSC, 2015)

Gestaltungsmöglichkeiten selbst-adaptierender Simulationsmodelle. - Sören Bergmann; Niclas Feldkamp; Steffen Straßburger (MKWI, 2016)

Innovative Analyse- und Visualisierungsmethoden für Simulationsdaten. - Niclas Feldkamp; Sören Bergmann; Steffen Straßburger (MKWI, 2016)

Knowledge discovery in simulation data: A case study of a gold mining facility. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger; Thomas Schulze 001 (WSC, 2016)

Online Analysis of Simulation Data with Stream-based Data Mining. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger (SIGSIM-PADS, 2017)

Knowledge discovery and robustness analysis in manufacturing simulations. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger; Thomas Schulze 001 (WSC, 2017)

Knowledge discovery in simulation data - A case study for a backhoe assembly line. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger; Thomas Schulze 001; Praneeth Akondi; Marco Lemessi (WSC, 2017)

Emulation of control strategies through machine learning in manufacturing simulations. - Sören Bergmann; Niclas Feldkamp; Steffen Strassburger (J. Simulation, 2017)

Bilevel innovization: knowledge discovery in scheduling systems using evolutionary bilevel optimization and visual analytics. - Julian Schulte; Niclas Feldkamp; Sören Bergmann; Volker Nissen (GECCO (Companion), 2018)

Combining Data Farming and Data envelopment Analysis for Measuring Productive Efficiency in manufacturing simulations. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger; Erik Borsch; Magnus Richter; Rainer Souren (WSC, 2018)

Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. - Julian Schulte; Niclas Feldkamp; Sören Bergmann; Volker Nissen (EMO, 2019)

Wissensentdeckung und Robustheitsanalyse für Simulationsmodelle weltweiter Netze(Knowledge Discovery and Robustness Analysis for Simulation Models of Global Networks). - Sören Bergmann; Niclas Feldkamp; Steffen Straßburger (SysRisk@Wirtschaftsinformatik, 2019)

Visualization and Interaction for Knowledge Discovery in Simulation Data. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger (HICSS, 2020)

A Method for Robustness Optimization Using Generative Adversarial Networks. - Sören Bergmann; Niclas Feldkamp; Florian Conrad; Steffen Strassburger (SIGSIM-PADS, 2020)

Simulation-Based Deep Reinforcement Learning For Modular Production Systems. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger (WSC, 2020)

Knowledge Discovery in Simulation Data. - Niclas Feldkamp; Sören Bergmann; Steffen Strassburger (ACM Trans. Model. Comput. Simul., 2020)

Optimization of the Design of Modular Production Systems. - Sören Bergmann (WSC, 2022)

Development of an Integrated Solution for Data Farming and Knowledge Discovery in Simulation Data. - Jonas Genath; Sören Bergmann; Niclas Feldkamp; Sven Spieckermann; Stephan Stauber (Simul. Notes Eur., 2022)

A Method Using Generative Adversarial Networks for Robustness Optimization. - Niclas Feldkamp; Sören Bergmann; Florian Conrad; Steffen Strassburger (ACM Trans. Model. Comput. Simul., 2022)