Our principal activities are concentrated on the mechanical reliability to keep integrity of advanced materials and devices. Performance of materials is predicted based on both physical model and data driven approach. Structural heath monitoring techniques and nondestructive evaluation methods are developed, and especially acoustic emission (AE) method is investigated to evaluate processes of material fabrication and deformation/microfracture.