Scholar
Xiaomi Yang
Google Scholar ID: Yczces4AAAAJ
Chalmers University of Technology
Vehicle Safety
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10
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3
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Publications
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Evaluation of adaptive sampling methods in scenario generation for virtual safety impact assessment of pre-crash safety systems
2025
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Resume (English only)
Academic Achievements
Published multiple journal and conference papers in venues such as Technometrics and IET Intelligent Transport Systems
2025 doctoral thesis on enhancing pre-crash safety systems using computational models and efficient sampling
2023 Licentiate thesis on counterfactual simulation-based safety evaluation
Co-authored several SHAPE-IT project deliverables (e.g., D1.1, D2.3, D2.6)
Developed machine learning-assisted methods such as active sampling and predictive Bayesian optional stopping for virtual safety assessment
Co-authors
3 total
Jonas Bärgman
Chalmers University of Technology
Henrik Imberg
Senior Biostatistician at Statistiska Konsultgruppen Sweden AB
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