307 citations
- University of GöttingenDE21 papers
- Ludwig-Maximilians-Universität MünchenDE10 papers
- Gdańsk University of TechnologyPL9 papers
- University of ŁódźPL7 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Leibniz University HannoverDE6 papers
- Technical University of MunichDE6 papers
- The University of MelbourneAU6 papers
- TU WienAT6 papers
- Auckland University of TechnologyNZ5 papers
- Institute for Nuclear Research and Nuclear EnergyBG4 papers
- IT University of CopenhagenDK4 papers
254 papers
Representative Dataset Generation Framework for AI-based Failure Analysis during real-time Validation of Automotive Software Systems
Mohammad Abboush, Christoph Knieke, Andreas Rausch
Recently, thanks to its ability to extract knowledge from historical datasets, the data-driven approach has been widely used in various phases of the system development life cycle.…
Describing Agentic AI Systems with C4: Lessons from Industry Projects
Andreas Rausch, Stefan Wittek
Different domains foster different architectural styles -- and thus different documentation practices (e.g., state-based models for behavioral control vs. ER-style models for infor…
An explainable hybrid deep learning-enabled intelligent fault detection and diagnosis approach for automotive software systems validation
Mohammad Abboush, Ehab Ghannoum, Andreas Rausch
Advancements in data-driven machine learning have emerged as a pivotal element in supporting automotive software systems (ASSs) engineering across various levels of the V-developme…
Modeling and Recovering Hierarchical Structural Architectures of ROS 2 Systems from Code and Launch Configurations using LLM-based Agents
Mohamed Benchat, Dominique Briechle, Raj Chanchad +9
Model-Driven Engineering (MDE) relies on explicit architecture models to document and evolve systems across abstraction levels. For ROS~2, subsystem structure is often encoded impl…
Towards knowledge-based workflows: a semantic approach to atomistic simulations for mechanical and thermodynamic properties
Abril Azocar Guzman, Hoang-Thien Luu, Sarath Menon +3
Mechanical and thermodynamic properties, including the influence of crystal defects, are critical for evaluating materials in engineering applications. Molecular dynamics simulatio…
Progress towards a microchannel plate detector with AlGaN photocathode and cross-strip anode for ultraviolet astronomy
S. Diebold, J. Barnstedt, L. Conti +9
Microchannel plates (MCPs) were the driving detector technology for ultraviolet (UV) astronomy over many years, and still today MCP-based detectors are the baseline for several pla…