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Author

Ralf Reussner

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Book Open access Oct 2026

Repairing Conformance Violations with a Reference Model in the Context of Automata Decomposition

Existing conformance-checking approaches typically compare a reference model with a monolithic concrete model and therefore do not support decompositions into interacting subcomponents. We present a conformance-checking and repair approach for time-synchronous component-and-connector subarchitectures with statechart-ba...

Bahareh Taghavi, M. Stachon, Adrian Marin et al. · 0 citations
Book Open access Oct 2026

ArchSafe Unified Modeler: Automated ASIL, Change-Impact, and Failure Analysis of Architecture and Safety

Safety engineering and design modeling in the development of Cyber-physical Systems (CPS) involves fragmented tools, languages, and representations. Furthermore, both modeling activities are performed at different stages of the CPS development life cycle. This fragmentation necessitates manual synchronization and consi...

Muhammad Asim Minhas, Erik Burger, Ralf Reussner · 0 citations
#small language model Book Oct 2026

Evaluating Embedding Models and Preprocessing for Retrieval of MDE Elements in RAG Systems

In an evaluation on two PREEvision Electric/Electronic-architecture models using automatically derived questions, it is found that text embedding models are capable of capturing the semantics of model elements, however, they often only find anchor points in the model and struggle to retrieve all relevant model elements...

Julian Roßkothen, David Inca Pilco, Tobias Hey et al. · 0 citations
#small language model Book Open access Oct 2026

AMIGO: Agentic Model Instance Generation

Generating metamodel-conforming instance models is a recurring task in Model-Driven Engineering (MDE), yet it remains tedious and tool-bound: instances are serialized as verbose, deeply nested XMI that today’s large language models (LLMs) cannot reliably produce or edit. We present AMIGO, a general, harness-agnostic ar...

Maximilian Hummel, Julian Roßkothen, Nathan Hagel et al. · 0 citations
Sep 2026

Uncertainty Interaction in Software-Intensive Systems: A Community Roadmap

This roadmap paper reports the outcomes of the NII Shonan Seminar No. 232 on Uncertainty Interaction in Software-Intensive Systems (UNISON), held in March 2026 and develops a shared conceptual vocabulary for distinguishing uncertainty sources, propagation, confluence, interaction, and relevance; proposes an abstract wo...

Javier Cámara, R. Mirandola, Kenji Tei et al. · 0 citations
Book Open access Oct 2026

VitruviusOCL: A Declarative Language for Multi-Model Consistency Specification

It is demonstrated that VitruviusOCL can express multi-model constraints and specify intended behavior during design space exploration prior to identifying a concrete repair action, thereby making it a valuable part of the engineering process.

Max Oesterle, Arne Lange, Nathan Hagel et al. · 1 citation

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