Yiren Sun

Use of random forests regression for predicting IRI of asphalt pavements

Hongren Gong, Yiren Sun, Xiang Shu et al. · Construction and Building Materials · 2018 · 306 citations

Highway Pavement, Pavement Engineering, Engineering +9

Investigating impacts of warm-mix asphalt technologies and high reclaimed asphalt pavement binder content on rutting and fatigue performance of asphalt binder through MSCR and LAS tests

Yiren Sun, Weiying Wang, Jingyun Chen · Journal of Cleaner Production · 2019 · 122 citations

Highway Pavement, Engineering, Durability Performance +6

Improving accuracy of rutting prediction for mechanistic-empirical pavement design guide with deep neural networks

Hongren Gong, Yiren Sun, Zijun Mei et al. · Construction and Building Materials · 2018 · 120 citations

Geotechnical Engineering, Highway Pavement, Deep Neural Networks +7

Investigating impacts of asphalt mixture properties on pavement performance using LTPP data through random forests

Hongren Gong, Yiren Sun, Wei Hu et al. · Construction and Building Materials · 2019 · 97 citations

Highway Pavement, Pavement Engineering, Engineering +8

Effect of temperature field on damage initiation in asphalt pavement: A microstructure-based multiscale finite element method

Yiren Sun, Cong Du, Hongren Gong et al. · Mechanics of Materials · 2020 · 77 citations

Highway Pavement, Pavement Engineering, Damage Mechanism +9