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Hui-Qing Jin

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Aug 2026

A consequence-aware driving risk field framework with data-driven calibration for high-risk scenario identification.

A driving risk field modeling framework that incorporates constraints imposed by crash consequences, and provides an instantaneous risk score for a given driving state and supports the identification and ranking of high-severity crash scenarios conditional on crash occurrence is proposed.

Jun Liu, Hui-Qing Jin, Zhong-Xiang Feng et al. · 0 citations

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