Doctoral Students
Doctoral Students at the Chair
Delfina Espinoza
Creating cognitive models for human motor intention decoding which are robust and can act effectively in complex environments.
Moru Liu
Safety Monitoring of ML-Components in Automated Driving Systems
Benedikt Rank
Adaptive Resilience Architectures for Optimizing Utility of Safety-Critical Cyber-Physical Systems
Yujiao Shentu
Companion-Guided Safety Analysis Through the Use of Generative AI
Doctoral Students at the Fraunhofer IKS
Yuki Hagiwara (Fraunhofer IKS)
Development of an Explainable Computer-Aided Diagnosis System for Enhanced Clinician-AI Integration in Medical Diagnosis
Andreas Kreutz (Fraunhofer IKS)
Managing the complexity of developing behavior for autonomous robots using self-adaptive techniques, such as contract-based design and context awareness.
João Vitor Zacchi (Fraunhofer IKS)
Enabling Resilience through Collective Validation of Runtime Data in Connected Automated Driving Systems.
External Doctoral Students
Patrick Huber (HS Kempten)
Optimierung von KI-Systemen zur Steigerung der Effizienz und Robustheit in der Informationsfusion
Jan Reich (RPTU)
Dynamic Risk Management for Automated Driving Systems
Aniket Salvi (Mingabyte)
Fuzzy-based learning techniques to enhance contextual awareness, enabling resilient operation in dynamic environments.