Question

what is the physical meaning of a non invertible matrix

Answer 1

Let (R,+,∘) be a ring with unity.
Let MR(n) be the n×n matrix space over R.
Let A be an element of the ring (MR(n),+,×).
If A has no inverse, it is called non-invertible.