Silvestrini is an Italian surname that may refer to
Achille Silvestrini (1923–2019), Vatican diplomat, cardinal Gianni Silvestrini, Italian energy technology scientist Gilles Silvestrini (born 1961), French composer of contemporary music and oboist Nancy Noemí Silvestrini (1972–2003), Argentine mountaineer