Some conjectures on generalized cluster algebras via the cluster formula and $D$-matrix pattern

In the theory of generalized cluster algebras, we build the so-called cluster formula and $D$-matrix pattern. Then as applications, some fundamental conjectures of generalized cluster algebras are solved affirmatively.