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Sven Hallerbach

Observed name: Hallerbach, Sven
ORCID: 0009-0007-9163-0567
Observed ORCID: 0009-0007-9163-0567
OpenAlex ID: A5090665398
Simulation-Based Identification of Critical Scenarios for Cooperative and Automated Vehicles
2018 · Sven Hallerbach, Yiqun Xia, et al. · SAE International Journal of Connected and Automated Vehicles · 160
Towards an Operational Design Domain for Safe Human-AI Teaming in the Field of AI-Based Air Traffic Controller Operations
2024 · Thomas Stefani, Mohsan Jameel, et al. · IEEE/AIAA Digital Avionics Systems Conference (DASC) · 14
Automated scenario generation from Operational Design Domain model for testing AI-based systems in aviation
2024 · Thomas Stefani, Johann Maximilian Christensen, et al. · CEAS Aeronautical Journal · 12
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Formulating an Engineering Framework for Future AI Certification in Aviation
2025 · Johann Maximilian Christensen, Thomas Stefani, et al. · Aerospace · 11
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Towards Certifiable AI in Aviation: A Framework for Neural Network Assurance Using Advanced Visualization and Safety Nets
2024 · Johann Maximilian Christensen, Wanja Zaeske, et al. · IEEE/AIAA Digital Avionics Systems Conference (DASC) · 7
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Advancing the AI-Based Realization of ACAS X Towards Real-World Application
2024 · Johann Maximilian Christensen, Akshay Anilkumar Girija, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 6
Towards the Monitoring of Operational Design Domains Using Temporal Scene Analysis in the Realm of Artificial Intelligence in Aviation
2024 · Akshay Anilkumar Girija, Johann Maximilian Christensen, et al. · IEEE/AIAA Digital Avionics Systems Conference (DASC) · 4
Formulating a Learning Assurance-Based Framework for AI-Based Systems in Aviation
2026 · Friedrich Werner, Johann Maximilian Christensen, et al. · Aerospace · 3
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Simulation-based Testing of Cooperative and Automated Vehicles
2018 · Hallerbach, Sven, Eberle, Ulrich · Carl von Ossiezky University of Oldenburg · 3
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Accelerating Simulation-Enabled Engineering
2022 · Leonard Stepien, Sven Hallerbach, et al. · IEEE International Symposium on Systems Engineering · 2
From High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-Based Systems
2026 · Thomas Stefani, Johann Maximilian Christensen, et al. · Lecture notes in computer science · 1
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Defining Operational Conditions for Safety-Critical AI-Based Systems from Data
2026 · Christensen, Johann Maximilian, Hoemann, Elena, et al. · arXiv (Cornell University) · 1
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Leveraging Large Language Models as an Interface to Conflict Resolution for Human-AI Alignment in Air Traffic Control
2025 · Charles Berro, Fotini Deligiannaki, et al. · IEEE/AIAA Digital Avionics Systems Conference (DASC) · 1
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A Scoping Review and Experimental Study on Reinforcement Learning from Human Feedback for Human-Robot Collaboration
2026 · Coroiu, Alexandra, Vogt, Andrea, et al. · arXiv (Cornell University)
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Reinforcement Learning Inspired Black-box Adversarial Attacks for Computer Vision
2026 · Krone, Florian, Hoemann, Elena, et al. · arXiv (Cornell University)
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Mitigating Shortcut Learning: Texture-Penalized Prototype Networks
2026 · Girija, Akshay Anilkumar, Hoemann, Elena, et al. · arXiv (Cornell University)
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Coverage-driven Verification for Safety-by-design in Ai-based Collision Avoidance Systems
2026 · Stefani, Thomas, Christensen, Johann Maximilian, et al. · arXiv (Cornell University)
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On the Applicability of Safety Nets: a Safety-by-design Solution for Certifying Neural Networks
2026 · Christensen, Johann Maximilian, Stefani, Thomas, et al. · arXiv (Cornell University)
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Image Quality Dependent Degradation for AI Systems
2026 · Kees, Yannick, Hoemann, Elena, et al. · arXiv (Cornell University)
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Open-Source Safety Nets for HCAS and VCAS
2026 · Christensen, Johann Maximilian, Stefani, Thomas, et al. · Zenodo (CERN European Organization for Nuclear Research)
Framework for Feedback Elicitation in Virtual-Reality-Based Reinforcement Learning from Human Feedback
2026 · Andreas Poppele, Viktor Werbilo, et al. · International Conference on System of Systems Engineering
Towards a Domain-Agnostic Safety-by-Design AI Engineering Pipeline
2026 · Elena Hoemann, Akshay Anilkumar Girija, et al. · Lecture notes in business information processing
How does data distribution influence AI accuracy?
2025 · Hoemann, Elena, Liebert, Thomas, et al. · elib (German Aerospace Center)
Generative Digital Twin Network: AI-Built Relationships between Digital Twins for Automated Driving
2025 · Ahmed, Ritu, Sauter, Gerald, et al. · elib (German Aerospace Center)
KI Data Tooling - Methoden und Werkzeuge für das Generieren und Veredeln von Trainings-, Validierungs- und Absicherungsdaten für KI-Funktionen autonomer Fahrzeuge
2024 · Liesner, Karsten, Schicktanz, Clemens, et al. · RENATE
Works count: 38
Citation count: 233
H-index: 6
I10-index: 4
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