The Hermite normal form is a specific kind of matrix form that is used to simplify integer matrices, making it easier to solve linear Diophantine equations and lattice problems. It is a triangular matrix form where each row's leading coefficient is positive and each column's leading coefficient is the only non-zero entry in that column above it, ensuring a unique representation for integer matrices under row operations and column permutations.