ppe „AI for Software and Systems Engineering“ konzentriert sich auf den Einsatz von maschinellem Lernen und Large Language Models (LLMs), um die Entwicklung eingebetteter Systeme und Software zu verbessern […] AI4SSE: ML and LLMs-Enhanced Software and Systems Engineering Modernes Software- und System-Engineering steht aufgrund zunehmender Komplexität und langer Projektlebenszyklen vor Herausforderungen. Die […] die Sicherheit und Robustheit dieser Systeme unter Berücksichtigung der Anforderungen der ISO-Norm 26262 zu verbessern. Unsere Forschung im Bereich Software-Engineering konzentriert sich auf die Anwendung

Fahrens (BMWI) Formal Engineering Support for Field-Programmable Gate Arrays (Volkswagenstiftung) Unsere Forschung mündet häufig in der Implementierung der erarbeiteten Konzepte in Software, wie z.B.: Slugs […] eren ? - Ingenieure verbringen oft viel Zeit damit, Anforderungen an eingebettete Systeme zu schreiben und die Systeme selber zu entwickeln. Besser wäre es, wenn wir direkt aus den Anforderungen die S […] wir Methoden des maschinellen Lernens so in eingebetteten Systemen nutzen, dass diese wichtige Korrektheitseigenschaften erfüllen? - Gerade Systeme, die sich an deren Umgebung anpassen, profitieren von der

CORE: Machine Learning and Cognitive Software Our research group explores the intersection of artificial intelligence, cognitive computing, and software engineering. Our work focuses on developing machine […] aims to advance the capabilities of intelligent software systems in diverse domains, from natural language processing to complex decision support systems. To learn more about our research, current projects […] machine learning models that enhance cognitive software systems, enabling adaptive, efficient, and interpretable AI solutions. We investigate topics such as neural network architectures, reasoning in language

in general for making FPGA-based development easier – rather, it suffices to synthesize an orchestrator for the data-processing blocks describing the data processing task parts on an FPGA, for which a coarse […] Formal Engineering Support for Field-Programmable Gate Arrays With computing causing a substantial amount of carbon emissions nowadays, increasing the energy-efficiency of computing is of principal importance […] are unfortunately quite hard to develop for. Field-programmable gate arrays (FPGAs) fall into this category and are nowadays not only used in embedded systems, but also in data centers. FPGAs are configured

Jannik Brinkmann, M.Sc. Institut für Software and Systems Engineering Jannik Brinkmann is a Ph.D. student in Computer Science at the Technical University of Clausthal since 2025. He began his doctoral […] information. He has held visiting researcher positions at Northeastern University and the NYU Center for Data Science, where he collaborated with leading groups on natural language processing and interpretability […] NeurIPS, ICLR, ACL, NAACL, and ICCV. His contributions have been recognized with an Honorable Mention for Best Paper at the ICML 2024 Workshop on Mechanistic Interpretability, and a NeurIPS 2024 Outstanding

Prof. Dr. Christian Bartelt Institut für Software and Systems Engineering

Dr. Sascha Marton Institut für Software and Systems Engineering

Patrick Knab, M.Sc. Institut für Software and Systems Engineering

Tim Grams, M.Sc. Institut für Software and Systems Engineering

Tobias Sesterhenn, M.Sc. Institut für Software and Systems Engineering