Xinglin Zhou

HAC-NET: A soft displacement estimation network for digital image correlation

Digital image correlation (DIC) plays an important role in full-field deformation analysis. However, existing methods suffer from insufficient accuracy because hard matching mechanisms fail to fully exploit the matching information in correlation volumes. Additionally, the limite...

Physics-constrained multi-output cGAN for efficient prediction of triaxial tyre-road contact stresses

Accurate characterization of the triaxial contact stress field at the tyre-road interface is crucial for tyre design and pavement analysis; however, classic measurements and finite-element (FE) simulations are both costly and time-consuming. This paper presents a physically const...