FFinite Elements in Analysis and Design3/10/2026An accessible and efficient finite element implementation for multiscale surrogate modeling using differential neural network setupZhongbo Yuan·Leong Hien Poh·Kirk Ming YeohRead at Finite Elements in Analysis and DesignTagsAdvanced Mathematical Modeling in EngineeringComputational Theory and Mathematics