Yuren Chen

2026

A Diffusion model-based intelligent optimization method of rural road environments

Using explainable machine learning and image generation algorithm to objectively calculate and intelligently optimize the aesthetic quality of rural road environments

2026

Participation in Shared Mobility Co-design: A Case Study of an Automated Ferry in Fredrikstad

2026

Co-Designing Shared Mobility in Fredrikstad: A Clearing for Citizens and Multi-Stakeholders

2025

Self-explaining analysis of facility environments on 2-lane rural roads with an improved lightweight CNN considering drivers’ visual perception

Does road environment aesthetics influence risky driving behavior of autonomous vehicles? An evaluation on road readiness using explainable machine learning and random parameters multinomial logit with heterogeneity

2024

An intelligent optimization method for the facility environment on rural roads

2024

Application of Co-Design in Shared Mobility Solution-finding

A Human-Like Visual Perception System for Autonomous Vehicles Using a Neuron-Triggered Hybrid Unsupervised Deep Learning Method

An ADAS with better driver satisfaction under rear-end near-crash scenarios: A spatio-temporal graph transformer-based prediction framework of evasive behavior and collision risk

An interpretable prediction model of illegal running into the opposite lane on curve sections of two-lane rural roads from drivers’ visual perceptions

2022

Divergent Effects of Factors on Crash Severity under Autonomous and Conventional Driving Modes Using a Hierarchical Bayesian Approach