2026. A Numerical Investigation of Spectral Stability and Eigenvalue Distribution in Non-Symmetric Random Matrices: A Pseudospectra Approach Using MATLAB. Al-Farooq Journal of Sciences. 2, 4 (Oct. 2026), 889–896. DOI:https://doi.org/10.65405/az99yp47.