The direct solution is very complicated for non-mathematics majors, and I'm afraid it will only be used when solving the state variable equation. The matrix index can be obtained by using the transformed S-domain, which is essentially the inverse Laplace transform of each element in the characteristic matrix (sI-A)- 1.

I am the identity matrix.

Find the inverse matrix, and then look up the table for each Laplace inverse transformation.