| 2025 | ETFA | Representing Time-Continuous Behavior of Cyber-Physical Systems in Knowledge Graphs. | Milapji Singh Gill, Tom Jeleniewski, Felix Gehlhoff, Alexander Fay |
| 2025 | ETFA | Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants. | Milapji Singh Gill, Javal Vyas, Artan Markaj, Felix Gehlhoff, Mehmet Mercangz |
| 2025 | ETFA | Consistency Verification in Ontology-Based Process Models with Parameter Interdependencies. | Tom Jeleniewski, Hamied Nabizada, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay |
| 2025 | ETFA | Integrating AI Planning Semantics into SysML System Models for Automated PDDL File Generation. | Hamied Nabizada, Tom Jeleniewski, Lasse Beers, Maximilian Weigand, Felix Gehlhoff, Alexander Fay |
| 2025 | ETFA | Bridging Models and Language: An Encoder-Decoder Approach for Automated Architectural Documentation with LLMs. | Lasse Matthias Reinpold, Felix Gehlhoff, Hussein Hasso, Hanna Geppert |
| 2025 | ETFA | Fault Prevention and Removal in the Context of Autonomous Mobile Robots. | Aron Schnakenbeck, Christoph Sieber, Luis Miguel Vieira da Silva, Felix Gehlhoff, Alexander Fay |
| 2025 | ETFA | Beyond Formal Semantics for Capabilities and Skills: Model Context Protocol in Manufacturing. | Luis Miguel Vieira da Silva, Aljosha Kcher, Felix Gehlhoff |
| 2025 | ETFA | Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces. | Luis Miguel Vieira da Silva, Aljosha Kcher, Nicolas Knig, Felix Gehlhoff, Alexander Fay |
| 2025 | ETFA | LangBO: A Framework for Language-Guided Prior Integration in Bayesian Optimization. | Philip Topalis, Marvin Schieseck, Felix Gehlhoff |
| 2025 | ETFA | Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL. | Tom Westermann, Aljosha Kcher, Felix Gehlhoff |
| 2025 | IC3K | Evaluating Process Parameter Interdependencies Based on Knowledge Graphs in Manufacturing. | Tom Jeleniewski, Aljosha Kcher, Hamied Nabizada, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Towards an MBSE Approach for Modeling Complex Production Systems Based on Industrial Standards. | Lasse Beers, Hamied Nabizada, Maximilian Weigand, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Decentralized Control: Analysis of Varying Autonomy Levels in Intralogistics Vehicles. | Felix Gehlhoff, Bjarne Huth, Alexander Wenzel |
| 2024 | ETFA | Integrating Ontology Design with the CRISP-DM in the Context of Cyber-Physical Systems Maintenance. | Milapji Singh Gill, Tom Westermann, Gernot Steindl, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Efficient Identification and Validation of Control Program Changes in an Automated Production System Using Virtual Commissioning. | Omar Ismail, Felix Gehlhoff, Nihar H. Shah, Alexander Fay |
| 2024 | ETFA | Parameter Interdependencies in Knowledge Graphs for Manufacturing Processes. | Tom Jeleniewski, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Model-Based Workflow for the Automated Generation of PDDL Descriptions. | Hamied Nabizada, Tom Jeleniewski, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Identifying Root-Causes of Deviations between Simulation and Real Plant Data based on an Adaptive Causal Directed Graph. | Malte Ramonat, Franz Christopher Kunze, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards. | Jonathan Tobias Reif, Tom Jeleniewski, Milapji Singh Gill, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | A Formal Model for Artificial Intelligence Applications in Automation Systems. | Marvin Schieseck, Philip Topalis, Lasse Matthias Reinpold, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | A Hardware-Agnostic Approach to Supervise Heterogeneous Autonomous Mobile Robots. | Christoph Sieber, Christian Worpenberg, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | On the Use of Large Language Models to Generate Capability Ontologies. | Luis Miguel Vieira da Silva, Aljosha Kcher, Felix Gehlhoff, Alexander Fay |
| 2024 | ETFA | Toward a Method to Generate Capability Ontologies from Natural Language Descriptions. | Luis Miguel Vieira da Silva, Aljosha Kcher, Felix Gehlhoff, Alexander Fay |
| 2024 | IC3K | Semantic-Aware Validation in Model-Driven Requirements Engineering Using SHACL. | Artan Markaj, Felix Gehlhoff, Alexander Fay |
| 2024 | IC3K | Semantic Capability Model for the Simulation of Manufacturing Processes. | Jonathan Tobias Reif, Tom Jeleniewski, Aljosha Kcher, Tim Frerich, Felix Gehlhoff, Alexander Fay |
| 2024 | IC3K | Extracting API Structures from Documentation to Create Virtual Knowledge Graphs. | Maximilian Weigand, Felix Gehlhoff, Alexander Fay |
| 2020 | ETFA | Agent-based decentralised architecture for multi-stage and integrated scheduling. | Felix Gehlhoff, Alexander Fay |
| 2019 | INDIN | Optimization of multi-agent auctioning processes in flexible production networks. | Felix Gehlhoff, Hamied Nabizada, Alexander Fay |
| 2018 | ETFA | Incorporating Imperfect Information in Decentralized Agent-Based Dynamic and Integrated Scheduling. | Felix Gehlhoff, Timo Busert, Marcus Lewin, Alexander Fay |