Former PhD student in Operations Research at DINFO, Università di Firenze. My research interests are machine learning and large scale global optimization.






1. Bagattini, F., Cappanera, P., & Schoen, F. (2017, September). A Simple and Effective Lagrangian-Based Combinatorial Algorithm for S³VMS. In International Workshop on Machine Learning, Optimization, and Big Data (pp. 244-254). Springer, Cham.

2. Bagattini, F., Cappanera, P., & Schoen, F. (2017). Lagrangean-Based Combinatorial Optimization for Large-Scale S³VMS. IEEE Transactions on Neural Networks and Learning Systems (

3. Bagattini, F., Schoen, F., & Tigli, L. (2018). Clustering methods for the optimization of atomic cluster structure. The Journal of chemical physics, 148(14), 144102. (

My ORCID number: 0000-0003-1645-1749


email: fbagattini AT unifi DOT it phone: +39 3283989479