发表学术论文30多篇，其中一作/通讯SCI论文26篇，代表性论文如下：
[1] Fangyu Liu, Ke Xu, Wenqi Ding, Yafei Qiao, and Linbing Wang. Microstructural characteristics and their impact on mechanical properties of steel-PVA fiber reinforced concrete. Cement and Concrete Composites (2021): 104196.
[2] Fangyu Liu, Jian Liu, and Linbing Wang. Asphalt pavement crack detection based on convolutional neural network and infrared thermography. IEEE Transactions on Intelligent Transportation Systems (2022).
[3] Fangyu Liu, Jian Liu, and Linbing Wang. Deep learning and infrared thermography for asphalt pavement crack severity classification. Automation in Construction 140 (2022): 104383.
[4] Fangyu Liu, Jian Liu, and Linbing Wang. Asphalt pavement fatigue crack severity classification by infrared thermography and deep learning. Automation in Construction 143 (2022): 104575.
[5] Fangyu Liu, Saber Meamardoost, Rudiyanto Gunawan, Takaki Komiyama, Claudia Mewes, Ying Zhang, EunJung Hwang, and Linbing Wang. Deep learning for neural decoding in motor cortex. Journal of Neural Engineering 19, no. 5 (2022): 056021.
[6] Fangyu Liu, Junlin Li, and Linbing Wang. PI-LSTM: Physics-informed long short-term memory network for structural response modeling. Engineering Structures 292 (2023): 116500.
[7] Fangyu Liu, Jian Liu, Linbing Wang, and Imad L. Al-Qadi. Multiple-type distress detection in asphalt concrete pavement using infrared thermography and deep learning. Automation in Construction 161 (2024): 105355.
[8] Fangyu Liu, and Imad L. Al-Qadi. Physics-informed graph neural network for 3D spatiotemporal structural response modeling of flexible pavements. Engineering Applications of Artificial Intelligence 162 (2025): 112391.
[9] Fangyu Liu, Xinzheng Lu, Wenqi Ding, and Yongjia Xu. Graph neural network-based region-building seismic damage prediction. Engineering Structures 349 (2026): 121881.
[10] Ruijia Li, Wenqi Ding, Yiming Fu, Haoyuan Li, Anmin Wang, and Fangyu Liu*. Localization and trajectory optimization of robotic arms in arch installation trolley for tunnel construction. Automation in Construction 186 (2026): 106890.
[11] Ruijia Li, Wenqi Ding, Qiushi Wang, and Fangyu Liu*. An integrated LiDAR-Inertial-Visual framework for tunnel digital twins under construction: 3D reconstruction, centerline sampling, and point cloud semantic segmentation. Tunnelling and Underground Space Technology 175 (2026): 107815.
师资力量