Microstructures are attracting academic and industrial interest because of the rapid development additive manufacturing. The numerical homogenization method has been well studied for analyzing mechanical behaviors microstructures; however, it is too time-consuming to be applied online computing or applications requiring high-frequency calling, e.g., topology optimization. Data-driven methods co...