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Gradient-Enhanced Hierarchical Kriging Model for Aerodynamic Design Optimization
Publisher: American Society of Civil Engineers
Abstract: A cokriging model incorporating gradient information and the function value of sample points can reduce the computational cost with a given level of accuracy. In this paper, the hierarchical kriging, a recently proposed ...
Matching Model between Private Idle Parking Slots and Demanders for Parking Slot Sharing
Publisher: ASCE
Abstract: A two-stage method for matching private idle parking slots with demanders is proposed based on the core idea of private idle parking slot sharing to solve the problem of parking difficulty in a shared economy environment. ...
Physics-Informed Explainable AI and SMOTE-GPC for the Classification of Surrounding Rock Mass in Tunneling
Publisher: American Society of Civil Engineers
Abstract: The classification of surrounding rock mass is essential for characterizing rock properties and geological conditions in tunneling engineering. While numerous empirical rock mass classification systems have been proposed ...