2 papers
cond-mat.soft2026
Mass weighting algorithm optimizes Fourier-based physics-informed neural network in adhesive contact mechanics
Yunong Zhou, Kaifeng Huang, Chaofan Du +2
Physics-informed neural networks (PINNs) for elastic contact mechanics suffer from a spectral stiffness imbalance,that is, the elastic kernel grows linearly with wave number, causi…
cond-mat.soft2026
Field-theoretical approach to estimate mean gap and gap distribution in randomly rough surface contact mechanics
Yunong Zhou, Hengxu Song, Zhichao Zhang +1
We extend the statistical field-theoretical framework of rough surface contact mechanics to characterize the interfacial gap between an elastic half-space and a randomly rough surf…