Zongyu Zhang

Physics-guided data fusion for settlement prediction of high-fill railway embankments

Settlement prediction for high-fill railway embankments is challenged by monitoring noise and stage-dependent deformation across construction and operation. This paper presents a physics-guided framework integrating multivariate construction information with settlement monitoring...

An automated machine-vision method for coarse aggregate gradation measurement using attention-based instance segmentation

Aggregate gradation is a key indicator influencing the mechanical performance of concrete structures. To enhance the efficiency of concrete aggregate gradation detection, this study proposes an artificial intelligence-based automated coarse aggregate gradation detection method ba...