Davide Duma

ASSISTANT PROFESSOR (RTD-b)
University of Pavia

I am an operational researcher currently working in the Computational Optimization research group (CompOpt Lab) of the Department of Mathematics "F. Casorati" at the University of Pavia, Italy. I am passionate about real-world applications of operations research and management sciences. I have always cultivated an interest in applied mathematics and computer science, with particular attention to numerical and computational aspects. During my master's thesis, I approached the research field of healthcare management, which has been the focus of my doctoral project at the Computer Science Department of the University of Turin and it allowed me to develop skills in the fields of online optimization, combinatorial optimization, simulation modeling, and process mining. My current work experience at the University of Pavia allows me to broaden my research interests, thanks to several projects in collaboration with companies.

My research interests

Operations Research

Optimization Under Uncertainty, Combinatorial Optimization, Metaheuristics, Matheuristics, Discrete Event Simulation, Agent-Based Simulation

Healthcare Management

Operating Room Planning & Scheduling, Patient Scheduling, Dynamic Resource Allocation, Ambulance Management

Data Science

Data Analysis, Prediction-based Optimization, Process Mining, Machine Learning for Survival Analysis