James P. Ewen

U-Net-based hybrid framework for accelerating deterministic rough-surface mixed lubrication simulations

Abstract Despite significant advances in deterministic mixed lubrication modelling, the computational complexity of these simulations remains prohibitive, limiting their practical use in rapid analysis and design optimisation. This study addresses this bottleneck by developing a...