Sören Bergmann

According to our database, Sören Bergmann authored at least 27 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A Method Using Generative Adversarial Networks for Robustness Optimization.

Niclas Feldkamp, Sören Bergmann, Florian Conrad, Steffen Strassburger

ACM Trans. Model. Comput. Simul., 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

Optimization of the Design of Modular Production Systems.

Sören Bergmann

Proceedings of the Winter Simulation Conference, 2022

2020

Knowledge Discovery in Simulation Data.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger

ACM Trans. Model. Comput. Simul., 2020

Simulation-Based Deep Reinforcement Learning For Modular Production Systems.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger

Proceedings of the Winter Simulation Conference, 2020

A Method for Robustness Optimization Using Generative Adversarial Networks.

Sören Bergmann, Niclas Feldkamp, Florian Conrad, Steffen Strassburger

Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2020

Visualization and Interaction for Knowledge Discovery in Simulation Data.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

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

Proceedings of the First Workshop on Systemic Risks in Global Networks co-located with 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics.

Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

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

Proceedings of the 2018 Winter Simulation Conference, 2018

Bilevel innovization: knowledge discovery in scheduling systems using evolutionary bilevel optimization and visual analytics.

Julian Schulte, Niclas Feldkamp, Sören Bergmann, Volker Nissen

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Emulation of control strategies through machine learning in manufacturing simulations.

Sören Bergmann, Niclas Feldkamp, Steffen Strassburger

J. Simulation, 2017

Knowledge discovery in simulation data - A case study for a backhoe assembly line.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze, Praneeth Akondi, Marco Lemessi

Proceedings of the 2017 Winter Simulation Conference, 2017

Knowledge discovery and robustness analysis in manufacturing simulations.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze

Proceedings of the 2017 Winter Simulation Conference, 2017

Online Analysis of Simulation Data with Stream-based Data Mining.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger

Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2017

2016

Knowledge discovery in simulation data: A case study of a gold mining facility.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger, Thomas Schulze

Proceedings of the Winter Simulation Conference, 2016

Innovative Analyse- und Visualisierungsmethoden für Simulationsdaten.

Niclas Feldkamp, Sören Bergmann, Steffen Straßburger

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

Gestaltungsmöglichkeiten selbst-adaptierender Simulationsmodelle.

Sören Bergmann, Niclas Feldkamp, Steffen Straßburger

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

2015

Visual analytics of manufacturing simulation data.

Niclas Feldkamp, Sören Bergmann, Steffen Strassburger

Proceedings of the 2015 Winter Simulation Conference, 2015

Approximation of dispatching rules for manufacturing simulation using data mining methods.

Sören Bergmann, Niclas Feldkamp, Steffen Strassburger

Proceedings of the 2015 Winter Simulation Conference, 2015

Knowledge Discovery in Manufacturing Simulations.

Niclas Feldkamp, Sören Bergmann, Steffen Straßburger

Proceedings of the 3rd ACM Conference on SIGSIM-Principles of Advanced Discrete Simulation, London, United Kingdom, June 10, 2015

2014

On the use of artificial neural networks in simulation-based manufacturing control.

Sören Bergmann, Sören Stelzer, Steffen Straßburger

J. Simulation, 2014

2012

Model generation in SLX using CMSD and XML stylesheet transformations.

Sören Bergmann, Sören Stelzer, Sascha Wüstemann, Steffen Straßburger

Proceedings of the Winter Simulation Conference, 2012

A new web based method for distribution of simulation experiments based on the CMSD standard.

Sören Bergmann, Sören Stelzer, Steffen Straßburger

Proceedings of the Winter Simulation Conference, 2012

2011

Initialization of simulation models using CMSD.

Sören Bergmann, Sören Stelzer, Steffen Straßburger

Proceedings of the Winter Simulation Conference 2011, 2011

Approximation of Dispatching Rules in Manufacturing Control Using Artificial Neural Networks.

Sören Bergmann, Sören Stelzer

Proceedings of the 25th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2011

2010

Challenges for the automatic generation of simulation models for production systems.

Sören Bergmann, Steffen Straßburger

Proceedings of the SummerSim '10, 2010