| 2025 | WSC | On the Use of Generative AI in Simulation Studies: A Review of Techniques, Applications and Opportunities. | Niclas Feldkamp |
| 2023 | PADS | From Explainable AI to Explainable Simulation: Using Machine Learning and XAI to understand System Robustness. | Niclas Feldkamp, Steffen Strassburger |
| 2022 | WSC | Explainable AI For Data Farming Output Analysis: A Use Case for Knowledge Generation Through Black-Box Classifiers. | Niclas Feldkamp, Jonas Genath, Steffen Strassburger |
| 2021 | WSC | Data Farming Output Analysis Using Explainable AI. | Niclas Feldkamp |
| 2021 | WSC | Physics of Decision: Application to Polling Place Risk Management. | Niclas Feldkamp, Frdrick Bnaben, Benot Montreuil, Ali Vatankhah Barenji, Dima Nazzal |
| 2020 | PADS | A Method for Robustness Optimization Using Generative Adversarial Networks. | Sren Bergmann, Niclas Feldkamp, Florian Conrad, Steffen Strassburger |
| 2020 | WSC | Simulation-Based Deep Reinforcement Learning For Modular Production Systems. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger |
| 2019 | EMO | Knowledge Discovery in Scheduling Systems Using Evolutionary Bilevel Optimization and Visual Analytics. | Julian Schulte, Niclas Feldkamp, Sren Bergmann, Volker Nissen |
| 2018 | GECCO | Bilevel innovization: knowledge discovery in scheduling systems using evolutionary bilevel optimization and visual analytics. | Julian Schulte, Niclas Feldkamp, Sren Bergmann, Volker Nissen |
| 2018 | WSC | Combining Data Farming and Data envelopment Analysis for Measuring Productive Efficiency in manufacturing simulations. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger, Erik Borsch, Magnus Richter, Rainer Souren |
| 2017 | PADS | Online Analysis of Simulation Data with Stream-based Data Mining. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger |
| 2017 | WSC | Knowledge discovery and robustness analysis in manufacturing simulations. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger, Thomas Schulze |
| 2017 | WSC | Knowledge discovery in simulation data - A case study for a backhoe assembly line. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger, Thomas Schulze, Praneeth Akondi, Marco Lemessi |
| 2016 | WSC | Knowledge discovery in simulation data: A case study of a gold mining facility. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger, Thomas Schulze |
| 2015 | PADS | Knowledge Discovery in Manufacturing Simulations. | Niclas Feldkamp, Sren Bergmann, Steffen Straburger |
| 2015 | WSC | Approximation of dispatching rules for manufacturing simulation using data mining methods. | Sren Bergmann, Niclas Feldkamp, Steffen Strassburger |
| 2015 | WSC | Visual analytics of manufacturing simulation data. | Niclas Feldkamp, Sren Bergmann, Steffen Strassburger |
| 2014 | WSC | Automatic generation of route networks for microscopic traffic simulations. | Niclas Feldkamp, Steffen Straburger |