Abstract Lattice calculations of weak matrix elements are reviewed. Particular attention is devoted to the problem of the matching between lattice bare operators and the corresponding renormalized operators in the continuum. A method to study heavy meson semi-leptonic decays and the Isgur-Wise function on the lattice is also presented.