With the continuous promotion of the "carbon neutrality" and "carbon peak" strategies, reducing carbon emissions from cement production is urgent. Replacing cement with a combination of one or multiple mineral materials can not only improve the physical properties of cement products, but also reduce the use of cement clinker, thereby reducing carbon emissions in cement production and saving resources. However, due to the complex properties and multiple interrelated properties of cement matrix composites, the optimization design of these materials in cement matrix composites faces challenges. Therefore, it is necessary to find more efficient and accurate methods for optimizing the design of cement matrix composites.