Publications
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