2 citations · 3 across the 5 of their papers we have counts for
5 papers
The Role of Road Features and Vehicle Dynamics in Cost-Effective Autonomous Vehicles Safety Testing: Insights from Instance Space Analysis
Victor Crespo-Rodriguez, Christian Birchler, Neelofar +2
Context: Simulation-based testing is a cost-efficient alternative to field testing for Autonomous Vehicles (AVs), but generating safety-critical test cases is challenging due to th…
ICST Tool Competition 2025 -- Self-Driving Car Testing Track
Christian Birchler, Stefan Klikovits, Mattia Fazzini +1
This is the first edition of the tool competition on testing self-driving cars (SDCs) at the International Conference on Software Testing, Verification and Validation (ICST). The a…
A Roadmap for Simulation-Based Testing of Autonomous Cyber-Physical Systems: Challenges and Future Direction
Christian Birchler, Sajad Khatiri, Pooja Rani +2
As the era of autonomous cyber-physical systems (ACPSs), such as unmanned aerial vehicles and self-driving cars, unfolds, the demand for robust testing methodologies is key to real…
Machine Learning-based Test Selection for Simulation-based Testing of Self-driving Cars Software
Christian Birchler, Sajad Khatiri, Bill Bosshard +2
Simulation platforms facilitate the development of emerging Cyber-Physical Systems (CPS) like self-driving cars (SDC) because they are more efficient and less dangerous than field…
Machine Learning-based Test Selection for Simulation-based Testing of Self-driving Cars Software
Sajad Khatiri, Christian Birchler, Bill Bosshard +2
Abstract Simulation platforms facilitate the development of emerging cyber-physical systems (CPS) like self-driving cars (SDC) because they are more efficient and less dangerous th…