Computational simulation and artificial intelligence are advanced technical means for material research and development. They mainly study the application of numerical simulation methods and intelligent algorithms in the field of materials. Through computational modeling and data-driven analysis, the micro mechanism, performance evolution and structural optimization of materials were studied.