The research project aims to accomplish an innovative method for public debt sustainability analysis by developing a cutting-edge model grounded on the Kohonen self-organizing Map and on the Fuzzy Logic method (Neuro-Fuzzy Model). The model will contribute to achieve reliable forecasting on public debt’s evolution in Eurozone countries as well as reasonable and realistic hypotheses on its sustainability over time.