Journal Publications

• Universal Digital Twin - A Dynamic Knowledge Graph
• Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding
• The conundrum in smart city governance: Interoperability and compatibility in an ever-growing ecosystem of digital twins
• Data-Driven, Physics-Based, or Both: Fatigue Prediction of Structural Adhesive Joints by Artificial Intelligence

Conference Publications

• Scaling ML Analytics with Knowledge Graphs: A Bosch Welding Case
• Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding
• Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case
• The Data Value Quest: A Holistic Semantic Approach at Bosch
• Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping
• Towards Generalized Welding Ontology in line with ISO and Knowledge Graph Construction
• Towards a Visualisation Ontology for Machine Learning Analysis in Industrial Applications
• Knowledge Graph-Based Semantic System for Visual Analytics in Automatic Manufacturing
• Towards A Statistic Ontology for Data Analysis in Smart Manufacturing
• Towards Executable Knowledge Graph Translation
• Neuro-Symbolic AI at Bosch: Data Foundation, Insights, and Deployment
• Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch
• Executable Knowledge Graphs for Machine Learning A Bosch Case of Welding Monitoring
• ExeKG Executable Knowledge Graph System for User-friendly Data Analytics
• Ontology Reshaping for Knowledge Graph Construction Applied on Bosch Welding Case
• ScheRe Schema Reshaping for Enhancing Knowledge Graph Construction