| 2025 | ETFA | Model-Based Control for Power-to-X Platforms: Knowledge Integration for Digital Twins. | Daniel Dittler, Peter Frank, Gary Hildebrandt, Luisa Peterson, Nasser Jazdi, Michael Weyrich |
| 2025 | ETFA | SyncFed: Time-Aware Federated Learning through Explicit Timestamping and Synchronization. | Baran Can Gl, Stefanos Tziampazis, Nasser Jazdi, Michael Weyrich |
| 2025 | ETFA | Requirements on Data Processing for Simulation Models in connected Industrial Digital Twins. | Gary Hildebrandt, Rainer Drath, Michael Weyrich |
| 2025 | ETFA | A Review on Anomaly Detection for Connected Vehicles Using Deep Reinforcement Learning. | Matthias Wei, Friedrich Sautter, Maurice Artelt, Philipp Grimmeisen, Nasser Jazdi, Michael Weyrich |
| 2025 | ETFA | An Architecture for Integrating Large Language Models with Digital Twins and Automation Systems. | Yuchen Xia, Nasser Jazdi, Michael Weyrich |
| 2025 | ETFA | Control Industrial Automation System with Large Language Model Agents. | Yuchen Xia, Nasser Jazdi, Jize Zhang, Chaitanya Shah, Michael Weyrich |
| 2025 | ICCAD | Uncertainty-Guided Live Measurement Sequencing for Fast SAR ADC Linearity Testing. | Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov |
| 2025 | ICSR | Large Language Model assisted Transformation of Software Variants into a Software Product Line. | Johannes Stmpfle, Devansh Atray, Nasser Jazdi, Michael Weyrich |
| 2025 | VTC | Situation Awareness for Intelligent Data Distribution in Connected Vehicles. | Falk Dettinger, Akshay Narla, Michael Weyrich |
| 2025 | SPLC | Speed Things Up: Leveraging GPU Processing Capabilities for Faster Sampling of Software Product Lines. | Lennard Hettich, Johannes Stmpfle, Nasser Jazdi, Michael Weyrich |
| 2024 | ETFA | Flexible Co-Simulation Approach for Model Adaption in Digital Twins of Power-to-X Platforms. | Daniel Dittler, David Stauss, Philipp Rentschler, Johannes Stmpfle, Nasser Jazdi, Michael Weyrich |
| 2024 | ETFA | Federated Learning for Comfort Features in Vehicles with Collaborative Sensing: A Review. | Baran Can Gl, Daniel Dittler, Nasser Jazdi, Michael Weyrich |
| 2024 | ETFA | Personalized Comfort Features in Software-defined Vehicles Using Federated Learning. | Baran Can Gl, Neeharika Devarakonda, Nasser Jazdi, Michael Weyrich |
| 2024 | ETFA | Automating Software Product Line Adoption Based on Feature Models Using Large Language Models. | Johannes Stmpfle, Sebastian Baum, Daniel Dittler, Nasser Jazdi, Michael Weyrich |
| 2024 | ETFA | LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins. | Yuchen Xia, Daniel Dittler, Nasser Jazdi, Haonan Chen, Michael Weyrich |
| 2024 | ETFA | Enhance FMEA with Large Language Models for Assisted Risk Management in Technical Processes and Products. | Yuchen Xia, Nasser Jazdi, Michael Weyrich |
| 2024 | IECON | Image and Inspection Data Analysis to Group Electrical Components for Correlation With Remaining Useful Life. | Maurice Artelt, Simon Kamm, Veronika Pavlova, Nasser Jazdi, Michael Weyrich |
| 2024 | IECON | A survey about self-adaptive anomaly-detection in software-defined systems. | Matthias Wei, Stefan Thich, Maurice Artelt, Michael Weyrich |
| 2024 | VTC | Future Use Cases for Vehicular Communication based on Connected Functions. | Falk Dettinger, Matthias Wei, Michael Weyrich |
| 2023 | ETFA | Dynamic Production Scheduling with Intelligent Products in a Modular Production System. | Maurice Artelt, Daniel Dittler, Gary Hildebrandt, Dominik Braun, Nasser Jazdi, Michael Weyrich |
| 2023 | ETFA | Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems. | Dominik Braun, Nasser Jazdi, Wolfgang Schlgl, Michael Weyrich |
| 2023 | ETFA | A Novel Model Adaption Approach for intelligent Digital Twins of Modular Production Systems. | Daniel Dittler, Peter Lierhammer, Dominik Braun, Timo Mller, Nasser Jazdi, Michael Weyrich |
| 2023 | ETFA | Automated Integration of External Data into Digital Twins for Manufacturing Processes. | Gary Hildebrandt, Pascal Habiger, Daniel Dittler, Rainer Drath, Michael Weyrich |
| 2023 | ETFA | A Novel Architecture for Robust and Adaptive Machine Learning Using Heterogeneous Data in Condition Monitoring of Automation Systems. | Simon Kamm, Paveen Rajai Suthandhira, Nasser Jazdi, Michael Weyrich |
| 2023 | ETFA | An Architecture for Knowledge Graph based Simulation Support. | Franz Georg Listl, Jan Fischer, Michael Weyrich |
| 2023 | ETFA | InteLiv: An Architecture for Graph-Based Dynamic Context Modeling for Smart Living. | Johannes Stmpfle, Nada Sahlab, Simon Kamm, Philipp Grimmeisen, Nasser Jazdi, Michael Weyrich |
| 2023 | ETFA | Synthetic Data Generation for improving Deep Learning-based 5G Indoor Positioning. | Hannes Vietz, Manuel Hirth, Sebastian Baum, Michael Weyrich |
| 2023 | ETFA | Continuous Analysis and Optimization of Vehicle Software Updates using the Intelligent Digital Twin. | Matthias Wei, Manuel Mller, Falk Dettinger, Nasser Jazdi, Michael Weyrich |
| 2023 | ETFA | Towards autonomous system: flexible modular production system enhanced with large language model agents. | Yuchen Xia, Manthan Shenoy, Nasser Jazdi, Michael Weyrich |
| 2023 | ICSA | Distributed Integration of Electronic Control Units for Automotive OEMs: Challenges, Vision, and Research Directions. | Stefanos Tziampazis, Oliver Kopp, Michael Weyrich |
| 2022 | ETFA | A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. | Dominik Braun, Timo Mller, Nada Sahlab, Nasser Jazdi, Wolfgang Schlgl, Michael Weyrich |
| 2022 | ETFA | A Methodology for classifying Data relevance to utilize external Data Sources in the Digital Twin. | Gary Hildebrandt, Pascal Habiger, Daniel Dittler, Mike Barth, Rainer Drath, Michael Weyrich |
| 2022 | ETFA | Simulation-to-Reality based Transfer Learning for the Failure Analysis of SiC Power Transistors. | Simon Kamm, Sandra Bickelhaupt, Kanuj Sharma, Nasser Jazdi, Ingmar Kallfass, Michael Weyrich |
| 2022 | ETFA | Ontological Architecture for Knowledge Graphs in Manufacturing and Simulation. | Franz Georg Listl, Jan Fischer, Annelie Sohr, Stephan Grimm, Michael Weyrich |
| 2022 | ETFA | Trajectory Prediction of Moving Workers for Autonomous Mobile Robots on the Shop Floor. | Andreas Lcklin, Maurice Artelt, Tams Ruppert, Hannes Vietz, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection. | Benjamin Maschler, Tim Knodel, Michael Weyrich |
| 2022 | ETFA | Towards Situative Risk Assessment for Industrial Mobile Robots. | Manuel Mller, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | Situation-based Identification of Probable Loss Scenarios of Industrial Mobile Robots. | Manuel Mller, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems. | Timo Mller, Nada Sahlab, Simon Kamm, Christian Khler, Dominik Braun, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | A Structure of Modelling Depths in Behavior Models for Digital Twins. | Valentin Stegmaier, Daniel Dittler, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | Efficient Creation of Behavior Models for Digital Twins Exemplified for Vacuum Gripping Systems. | Valentin Stegmaier, Walter Schaaf, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | Deep learning-based 5G indoor positioning in a manufacturing environment. | Hannes Vietz, Andreas Lcklin, Hamza Ben Haj Ammar, Michael Weyrich |
| 2022 | ETFA | Synthetic Training Data Generation for Convolutional Neural Networks in Vision Applications. | Hannes Vietz, Tristan Rauch, Michael Weyrich |
| 2022 | ETFA | Variant generation of software-defined mechatronic systems in model-based systems engineering. | Dustin White, Matthias Wei, Nasser Jazdi, Michael Weyrich |
| 2022 | ETFA | Automated generation of Asset Administration Shell: a transfer learning approach with neural language model and semantic fingerprints. | Yuchen Xia, Nasser Jazdi, Michael Weyrich |
| 2022 | KES | An Overview on Designs and Applications of Context-Aware Automation Systems. | Nada Sahlab, Nasser Jazdi, Michael Weyrich |
| 2022 | KES | A Knowledge Graph-Based Method for Automating Systematic Literature Reviews. | Nada Sahlab, Hesham Kahoul, Nasser Jazdi, Michael Weyrich |
| 2021 | ETFA | Automated data-driven creation of the Digital Twin of a brownfield plant. | Dominik Braun, Wolfgang Schlgl, Michael Weyrich |
| 2021 | ETFA | Towards a Simulation-based Conversational Assistant for the Operation and Engineering of Production Plants. | Franz Georg Listl, Jan Fischer, Michael Weyrich |
| 2021 | ETFA | Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data. | Benjamin Maschler, Tim Knodel, Michael Weyrich |
| 2021 | ETFA | An Approach for Context-Sensitive Situational Risk Evaluation of Autonomous Systems. | Manuel Mller, Nasser Jazdi, Michael Weyrich |
| 2021 | ETFA | A Tier-based Model for Realizing Context-Awareness of Digital Twins. | Nada Sahlab, Dominik Braun, Tobias Jung, Nasser Jazdi, Michael Weyrich |
| 2021 | INDIN | Towards establishing formal verification and inductive code synthesis in the PLC domain. | Matthias Wei, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich |
| 2020 | ETFA | Adaptive Quality Control for discrete large-scale Manufacturing Systems subjected to Disturbances. | Benjamin Lindemann, Nasser Jazdi, Michael Weyrich |
| 2020 | ETFA | Knowledge Representation in Modeling and Simulation: A survey for the production and logistic domain. | Franz Georg Listl, Jan Fischer, Dagmar Beyer, Michael Weyrich |
| 2020 | ETFA | Digital Twin for Verification and Validation of Industrial Automation Systems - a Survey. | Andreas Lcklin, Manuel Mller, Tobias Jung, Nasser Jazdi, Dustin White, Michael Weyrich |
| 2020 | ETFA | Trajectory Prediction of Humans in Factories and Warehouses with Real-Time Locating Systems. | Andreas Lcklin, Tams Ruppert, Lszl Jakab, Robert Libert, Nasser Jazdi, Michael Weyrich |
| 2020 | ETFA | Continual Learning of Fault Prediction for Turbofan Engines using Deep Learning with Elastic Weight Consolidation. | Benjamin Maschler, Hannes Vietz, Nasser Jazdi, Michael Weyrich |
| 2020 | ETFA | Dynamic Context Modeling for Cyber-Physical Systems Applied to a Pill Dispenser. | Nada Sahlab, Nasser Jazdi, Michael Weyrich |
| 2020 | ETFA | System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy. | Daniel Stock, Thomas Bauernhansl, Michael Weyrich, Matthias Feurer, Rolf Wutzke |
| 2019 | ETFA | Querying OPC UA information models with SPARQL. | Rainer Schiekofer, Michael Weyrich |
| 2019 | ETFA | Introduction of Group-Subscriptions for RESTful OPC UA clients in IIoT environments. | Rainer Schiekofer, Michael Weyrich |
| 2019 | INDIN | A formal mapping between OPC UA and the Semantic Web. | Rainer Schiekofer, Stephan Grimm, Maja Milicic Brandt, Michael Weyrich |
| 2018 | ETFA | A Case Study for a Digital Twin of Body-in-White Production Systems General Concept for Automated Updating of Planning Projects in the Digital Factory. | Florian Biesinger, Davis Meike, Benedikt Kras, Michael Weyrich |
| 2018 | ETFA | Industrial Application of a MDM-Based Approach for Generation and Impact Analysis of Adaptation Options - a Case Study. | Xuan Luu Hoang, Alexander Fay, Philipp Marks, Michael Weyrich |
| 2018 | ETFA | Survey on Flexibility and Changeability Indicators of automated Manufacturing Systems. | Philipp Marks, Qiang Yu, Michael Weyrich |
| 2018 | ETFA | REST based OPC UA for the IIoT. | Rainer Schiekofer, Andreas Scholz, Michael Weyrich |
| 2018 | ICAART | Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations. | Desire Vgeli, Sebastian Grabmaier, Matthias Jttner, Michael Weyrich, Peter Ghner, Wolfgang M. Rucker |
| 2017 | ETFA | Generation and impact analysis of adaptation options for automated manufacturing machines. | Xuan Luu Hoang, Alexander Fay, Philipp Marks, Michael Weyrich |
| 2017 | ETFA | A survey on dynamic simulation of automation systems and components in the Internet of Things. | Tobias Jung, Nasser Jazdi, Michael Weyrich |
| 2017 | ETFA | Agent-based adaptation of automated manufacturing machines. | Philipp Marks, Michael Weyrich, Xuan Luu Hoang, Alexander Fay |
| 2016 | ETFA | Supporting the regression test of multi-variant systems in distributed production scenarios. | Sebastian Abele, Michael Weyrich |
| 2016 | ETFA | Approach to interconnect existing industrial automation systems with the Industrial Internet. | Alexander Faul, Nasser Jazdi, Michael Weyrich |
| 2016 | ETFA | Systematization approach for the adaptation of manufacturing machines. | Xuan Luu Hoang, Alexander Fay, Philipp Marks, Michael Weyrich |
| 2016 | ETFA | Description of an intelligent resource unit for a smart production. | Matthias Klein, Markus Leitzgen, Michael Weyrich |
| 2016 | ETFA | Challenges for functional testing of reconfigurable production systems. | Andreas Zeller, Michael Weyrich |
| 2016 | INDIN | A combined fault diagnosis and test case selection assistant for automotive end-of-line test systems. | Sebastian Abele, Michael Weyrich |
| 2015 | ETFA | Test case selection for networked production systems. | Andreas Zeller, Michael Weyrich |
| 2014 | ETFA | An adaptive image processing system based on incremental learning for industrial applications. | Yongheng Wang, Michael Weyrich |
| 2014 | IECON | Co-evolution and reuse of automation control and simulation software: Identification and definition of modification actions and strategies. | Christoph Legat, Frank Steden, Stefan Feldmann, Michael Weyrich, Birgit Vogel-Heuser |
| 2013 | ETFA | Concept of a three D.O.F spherical-joint gripper for industrial robots. | Michael Weyrich, Mustafa W. Abdullah |
| 2013 | ETFA | Architecture for auto configuration of tools for industrial robots. | Michael Weyrich, Matthias Scharf |
| 2013 | ETFA | Architecture design of a vision-based intelligent system for automated disassembly of E-waste with a case study of traction batteries. | Michael Weyrich, Yongheng Wang |
| 2013 | IECON | Quality assessment of row crop plants by using a machine vision system. | Michael Weyrich, Yongheng Wang, Matthias Scharf |
| 2012 | ETFA | Assisted engineering for mechatronic manufacturing systems based on a modularization concept. | Michael Weyrich, Philipp Klein |
| 2012 | IECON | Engineering of automated manufacturing systems with mechatronic objects. | Michael Weyrich, Philipp Klein |
| 2011 | ETFA | Mechatronic engineering of novel manufacturing processes implemented by modular and sensor-guided machinery. | Michael Weyrich, Philipp Klein, Martin Laurowski, Yongheng Wang |
| 2011 | ETFA | Identification of mechatronic units based on an example of a flexible customized multi lathe machine tool. | Michael Weyrich, Frank Steden, Jochen Wolf, Matthias Scharf |