Concurrent multiscale damage models are often used to quantify the impacts of manufacturing-induced micro-porosity on response macroscopic metallic components. However, these challenged by major numerical issues including mesh dependency, convergence difficulty, and low accuracy in concentration regions. In this paper, we make two contributions address difficulties. Firstly, develop a novel ada...