Technical University of Munich

Forschungsprojekte

• UST-GNN: A unified spatial–topological graph neural network framework for urban analytics demonstrated through a case study on urban health prediction Understanding how social, demographic, environmental, and spatial factors jointly shape urban outcomes is ess…
• Explainably Safe Reinforcement Learning Trust in a decision-making system requires both safety guarantees and the ability to interpret and understand…
• Eingang in die selbstverschuldete Unmündigkeit? KI-gestützte Entscheidungen und die Gefahr des moralischen Deskilling in der Medizinethik Zusammenfassung Der Einsatz digitaler Methoden erweitert zunehmend das methodische Spektrum medizinethischer…
• BenGER: Benchmarking LLM Systems on Subsumption-Based Legal Reasoning in German Law We introduce BenGER (Benchmark for German Law), a benchmark and dataset for evaluating LLM systems on subsump…
• Economics and adoption perspectives of site-specific weed management: A review Abstract Purpose Site-specific weed management (SSWM) has become recognised as a promising strategy to reduce…
• Generative KI in der Wissensarbeit: Wahrnehmung, Nutzen und Akzeptanz von Microsoft 365 Copilot Zusammenfassung Die Studie untersucht die Einführung von Microsoft 365 Copilot in einer außeruniversitären Fo…
• Self-organisation of complex dynamical systems: from synergetics to neuromorphic systems The intuitive idea of self-organisation in complex dynamical systems is that global patterns and structures e…
• Integrating Causal Machine Learning into Clinical Decision Support Systems: Insights from Literature and Practice Current clinical decision support systems (CDSSs) typically base their predictions on correlation, not causat…
• Agentic Business Process Management: A Research Manifesto This paper presents a manifesto that articulates the conceptual foundations of Agentic Business Process Manag…
• Digital transformation in upper extremity surgery: perceptions, applications, and future perspectives among orthopedic and trauma surgeons Abstract Background Digital technologies such as robotics, artificial intelligence (AI), augmented and virtua…
• Self-Service or Not? How to Guide Practitioners in Classifying AI Systems Under the EU AI Act In August 2024, the EU Artificial Intelligence Act (AIA) came into force, marking the world's first large-sca…
• Evaluation of Building Design Variants in Early Phases on the Basis of Adaptive Detailing Strategies Design decisions made in the early phases of the design process have a significant impact on the eventual per…