Abstract:Multi-process, multi-phase, and multi-scale (or "3M") phenomena are critical challenges in nature systems and industrial and engineering fields. Numerical calculation serves as an essential paradigm in modern scientific research and engineering analysis. Starting from the physical-mechanical mechanisms of "3M" and leveraging the strengths of diverse numerical methods, this study developed coupled algorithms to achieve complementary advantages among these methods. A distinctive characteristic of "coupling" between algorithms was formed, supported by GPU parallel acceleration to enable large-scale, high-performance calculation analysis. This led to the development of a novel highperformance numerical calculation platform—Coupling Simulator (CoSim). Currently, the CoSim software includes solid mechanics, fluid mechanics, and couplings between different algorithms, with 16 solver modules and 1 CAE module in total. It overcame the limitations of most existing software that relied on single-algorithm approaches and struggled to simulate complex "3M" problems. Additionally, CoSim enabled coupled analyses—including continuous-discontinuous, continuum-to-fracture, fluidsolid, and micro-macro—for geotechnical and other materials throughout the entire process of "deformation→progressive failure→catastrophe". The software more accurately approximated complex realworld physical-mechanical behaviors, providing a powerful new-quality productivity for tackling intricate "3M" challenges.