研究内容：

研究成果:

[1] Xingmin Liang, Yu, Xin ,Chen, Chen, Jin, Yong, Huang, Jiandong. Automatic Classification of Pavement Distress Using 3D Ground-Penetrating Radar and Deep Convolutional Neural Network. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 11(23) (JCR-Q1 top, IF =9.551)

[2] Xingmin Liang, Xin Yu, Yong Jin, and Jiandong Huang. Compactness Prediction of Asphalt Concrete Using Ground-Penetrating Radar: a Comparative Study. Construction and Building Materials, 2022, 361. (JCR-Q1 top, IF = 7.693)

[3] Xingmin Liang, Yu, Xin, Chen, Chen ; Ding, Gongying；Huang, Jiandong. Towards the low-energy usage of high viscosity asphalt in porous asphalt pavements: A case study of warm-mix asphalt additives. CASE STUDIES IN CONSTRUCTION MATERIALS, 2022, 16. (JCR-Q2，IF = 4.934，2022年6/7、7/8 ESI高被引论文)

[4] Xingmin Liang, Yu Xin, Ding Gongying, Jing Yong, Huang Jiandong. Environmental and mechanical effects of rubberised open-graded asphalt mixtures incorporating with titanium dioxide: a laboratory investigation. International Journal of Pavement Engineering, 2023, 24(1): 2241604 (JCR-Q2, IF = 3.8)

[5] Xingmin Liang, Xin Yu, Bo Xu, Chen Chen, Gongying Ding, Yong Jin, and Jiandong Huang. 2023, “Storage Stability and Compatibility in Foamed Warm-Mix Asphalt (FWMA) Containing Recycled Asphalt Pavement (RAP) Binder”. Journal of Materials in Civil Engineering. DOI：10.1061/JMCEE7/MTENG-16468(JCR-Q3, IF = 3.2)