Davide Duma
Davide Duma
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ASSISTANT PROFESSOR (RTD-b)
University of Pavia
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. This experience allowed me to develop skills in online optimization, combinatorial optimization, simulation modeling, and process mining. My current work at the University of Pavia has broadened my research interests through several collaborative projects with hospitals and industrial partners. In particular, I am currently focusing on the integration of machine learning and optimization, with the goal of developing data-driven decision-support methods for complex real-world applications.
My research interests
My research interests
Operations Research
Operations Research
Combinatorial Optimization, Optimization Under Uncertainty, Multi-objective Optimization, Metaheuristics, Matheuristics, Discrete Event Simulation, Agent-Based Simulation
Healthcare Management
Healthcare Management
Operating Room Planning & Scheduling, Appointment Scheduling, Dynamic Resource Allocation, Ambulance Dispatching & Redeployment, Healthcare Network Management
Data Science
Data Science
Predictive Analytics, Learning-based Optimization, Decision-aware Learning, Process Mining, Machine Learning for Survival Analysis
Contacts, Websites & social networks
Contacts, Websites & social networks
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