Non-associative algebra refers to algebraic structures where the associative law (i.e., (ab)c = a(bc) for any elements a, b, and c) does not necessarily hold. These algebras are crucial in various fields, including theoretical physics and cryptography, as they generalize classical algebraic structures like Lie algebras and Jordan algebras.