activity
20222026
most citedGrasping Causality for the Explanation of Criticality for Automated Driving

5 citations · 5 across the 4 of their papers we have counts for

collaborators

5 papers

cs.SE2026

Assessing the Quality of Concrete Scenarios Generated from Scenario Classes for Automated Driving

Lina Putze, Thies de Graaff, Jan Steffen Becker +1

A scenario-based development approach has become state of the art for automated driving systems. Once a set of scenario classes covering the operational design domain is available,…

cs.CY2025

Towards Efficient Certification of Maritime Remote Operation Centers

Christian Neurohr, Marcel Saager, Lina Putze +5

Additional automation being build into ships implies a shift of crew from ship to shore. However, automated ships still have to be monitored and, in some situations, controlled rem…

cs.RO2025

Causal Bayesian Networks for Data-driven Safety Analysis of Complex Systems

Roman Gansch, Lina Putze, Tjark Koopmann +2

Ensuring safe operation of safety-critical complex systems interacting with their environment poses significant challenges, particularly when the system's world model relies on mac…

cs.RO2023

On Quantification for SOTIF Validation of Automated Driving Systems

Lina Putze, Lukas Westhofen, Tjark Koopmann +2

Automated driving systems are safety-critical cyber-physical systems whose safety of the intended functionality (SOTIF) can not be assumed without proper argumentation based on app…

cs.AI2022★ 5 cited

Grasping Causality for the Explanation of Criticality for Automated Driving

Tjark Koopmann, Christian Neurohr, Lina Putze +3

The verification and validation of automated driving systems at SAE levels 4 and 5 is a multi-faceted challenge for which classical statistical considerations become infeasible. Fo…