Research by our PhD candidate Margherita Chino, co-authored with Ivo Häring, Till Martini, Jörg Finger, and Alexander Stolz, was presented at the European Safety and Reliability Conference (ESREL 2026), held in Braga, Portugal.
The paper, “Exploring Causal Reasoning for Explainable Resilience Quantification” investigates how causal reasoning can be integrated with resilience engineering to improve the understanding and quantification of system resilience. The proposed approach combines causal models with probability-based methods to better capture the relationships between threat, intermediate, and damage events, providing a more transparent and explainable framework for resilience assessment.
The research represents a step towards bridging resilience engineering and causal inference, supporting the development of more robust and interpretable methods for analyzing complex systems.
