In this paper, we investigate tensor based nonintrusive reduced-order models (ROMs) for parametric cross-diffusion equations. The full-order model (FOM) consists of ordinary differential equations (ODEs) in matrix or form resulting from finite difference discretization the operators by taking advantage Kronecker structure. matrix/tensor are integrated time with implicit–explicit (IMEX) Euler me...