Dynamic planning of a two-dose vaccination campaign with uncertain supplies

•Novel framework to plan a two-shot vaccination campaign with uncertain supplies.•Problem formalization as an efficiently-solvable second-order cone program.•Method assessed on a case-study based on the COVID-19 vaccination campaign in Italy.•High performance achieved when unrolled in a sliding-horizon fashion.•Effective decision support system to steer policymakers’ actions.