Daniel Massart, Alfonso Sorrentino Differentiability of Mather's average action and integrability on closed surfaces (110K, LaTeX 2e with 2 PS Figures) ABSTRACT. In this article we study the differentiability of Mather's $\beta$-function on closed surfaces and its relation to the integrability of the system.