Stephan Balduin

19 papers C 3Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Flowcean - Model Learning for Cyber-Physical Systems.
CoRR
Maximilian Schmidt, Swantje Plambeck, Markus Knitt, Hendrik Rose, Görschwin Fey, Jan Christian Wieck, Stephan Balduin
2024 J jnl
Imitation Game: A Model-based and Imitation Learning Deep Reinforcement Learning Hybrid.
CoRR
Eric M. S. P. Veith, Torben Logemann, Aleksandr Berezin, Arlena Wellßow, Stephan Balduin
2024 J jnl
On zero-shot learning in neural state estimation of power distribution systems.
CoRR
Aleksandr Berezin, Stephan Balduin, Thomas Oberließen, Sebastian Peter, Eric M. S. P. Veith
2024 — conf
Play With Me: Towards Explaining the Benefits of Autocurriculum Training of Learning Agents.
ISGT EUROPE
Eric MSP Veith, Torben Logemann, Arlena Wellßow, Stephan Balduin
2023 J jnl
ANALYSE - Learning to Attack Cyber-Physical Energy Systems With Intelligent Agents.
CoRR
Thomas Wolgast, Nils Wenninghoff, Stephan Balduin, Eric M. S. P. Veith, Bastian Fraune, Torben Woltjen, Astrid Nieße
2023 J jnl
ANALYSE - Learning to attack cyber-physical energy systems with intelligent agents.
SoftwareX
Thomas Wolgast, Nils Wenninghoff, Stephan Balduin, Eric M. S. P. Veith, Bastian Fraune, Torben Woltjen, Astrid Nieße
2023 C conf
Towards the Automatic Generation of Models for Prediction, Monitoring, and Testing of Cyber-Physical Systems.
ETFA
Markus Knitt, Swantje Plambeck, Jan Christian Wieck, Julian Kohlisch, Stephan Balduin, Eric M. S. P. Veith, Jakob Schyga, Johannes Hinckeldeyn, Görschwin Fey, Jochen Kreutzfeldt
2022 J jnl
Learning to Attack Powergrids with DERs.
CoRR
Eric M. S. P. Veith, Nils Wenninghoff, Stephan Balduin, Thomas Wolgast, Sebastian Lehnhoff
2022 C conf
Sampling Strategies for Static Powergrid Models.
SIMULTECH
Stephan Balduin, Eric M. S. P. Veith, Sebastian Lehnhoff
2022 J jnl
Sampling Strategies for Static Powergrid Models.
CoRR
Stephan Balduin, Eric M. S. P. Veith, Sebastian Lehnhoff
2021 — conf
Towards a Universally Applicable Neural State Estimation through Transfer Learning.
ISGT-Europe
Stephan Balduin, Eric M. S. P. Veith, Alexander Berezin, Sebastian Lehnhoff, Thomas Oberließen, Chris Kittl, Johannes Hiry, Christian Rehtanz, Giancarlo Torres-Villarreal, Sasiphong Leksawat, Andreas Kubis, Marc-Aurel Frankenbach
2020 J jnl
Analyzing Power Grid, ICT, and Market Without Domain Knowledge Using Distributed Artificial Intelligence.
CoRR
Eric M. S. P. Veith, Stephan Balduin, Nils Wenninghoff, Martin Tröschel, Lars Fischer, Astrid Nieße, Thomas Wolgast, Richard Sethmann, Bastian Fraune, Torben Woltjen
2020 J jnl
Evaluating different machine learning techniques as surrogate for low voltage grids.
Energy Inform.
Stephan Balduin, Tom Westermann, Erika Puiutta
2020 J jnl
Large-Scale Co-Simulation of Power Grid and Communication Network Models with Software in the Loop.
CoRR
Eric M. S. P. Veith, Jawad Kazmi, Stephan Balduin
2019 C conf
Tool-assisted Surrogate Selection for Simulation Models in Energy Systems.
FedCSIS
Stephan Balduin, Frauke Oest, Marita Blank-Babazadeh, Astrid Nieße, Sebastian Lehnhoff
2019 J jnl
Towards domain-specific surrogate models for smart grid co-simulation.
Energy Inform.
Stephan Balduin, Martin Tröschel, Sebastian Lehnhoff
2018 J jnl
Distributed ledger technology for fully automated congestion management.
Energy Inform.
Astrid Nieße, Norman Ihle, Stephan Balduin, Matthias Postina, Martin Tröschel, Sebastian Lehnhoff
2018 J jnl
Surrogate models for composed simulation models in energy systems.
Energy Inform.
Stephan Balduin
2016 — conf
Dynamic Portfolio Optimization for Distributed Energy Resources in Virtual Power Plants.
EnviroInfo (1)
Stephan Balduin, Dierk Brauer, Lars Elend, Stefanie Holly, Jan Korte, Carsten Krüger, Almuth Meier, Frauke Oest, Immo Sanders-Sjuts, Torben Sauer, Marco Schnieders, Robert Zilke, Christian Hinrichs, Michael Sonnenschein