Surrogate models—also referred to as metamodels, response surface approximations, or computer experiment emulators—are data-driven mathematical models designed to approximate computationally demanding numerical simulations. In computational engineering and scientific research, executing high-fidelity solvers such as computational fluid dynamics (CFD), finite element analysis (FEA), and multi-physics partial differential equation (PDE) integrations often requires hours or days per…
