Giovanni Malloy

Giovanni Malloy
Associate Information Scientist

Education

Ph.D. in management science and engineering, Stanford University; B.S. in industrial engineering, Purdue University

Overview

Giovanni Malloy is a researcher at RAND with expertise in data science, artificial intelligence, decision analysis, mathematical modeling, and simulation. At RAND, his work focuses on machine learning, advanced data analytics, AI technology evaluation, forecasting, modeling, and simulation for the defense and homeland security. Applicaitons include military health and personnel, military logistics, and technology evaluation. He also has extensive background in health policy focused on developing computational models and improving analytical methods for guiding decision making. Applications of his work include COVID-19 mitigation in jails and prisons, structural sensitivity analyses, cost-effectiveness analyses, and developing analytical and metamodel alternatives to traditional model archetypes. He holds a Ph.D. in Management Science & Engineering from Stanford University and a BS in Industrial Engineering from Purdue University.

Selected Publications

GSP Malloy, LB Puglisi, KB Bucklen, TD Harvey, EA Wang, ML Brandeau, "Predicting COVID-19 Outbreaks in Correctional Facilities Using Machine Learning," MDM Policy and Practice, 2024

Malloy, G.S.P. and Brandeau, M.L., "When is mass prophylaxis cost-effective for epidemic control? A simple decision rule," Medical Decision Making, 42(8), 2022

Malloy, G.S.P., Puglisi, L.B., Brandeau, M.L., Harvey, T.D., and Wang, E.A., "The effectiveness of interventions to reduce COVID-19 transmission in a large urban jail: A model-based analysis," BMJ Open, 11(2), 2021

Malloy, G.S.P., Brandeau, M.L., and Goldhaber-Fiebert, J.D, "Modeling the cost-effectiveness of interventions to prevent plague in Madagascar," Tropical Medicine and Infectious Disease, 6(2), 2021

Malloy, G.S.P., Goldhaber-Fiebert, J.D., Enns, E., and Brandeau, M.L., "Predicting the effectiveness of endemic infectious disease control interventions: The impact of mass action versus network model structure," Medical Decision Making, 41(6), 2021

Malloy, G.S.P.*, Puglisi, L.B.*, Harvey, T.D., Brandeau, M.L., Wang, E.A., "Estimation of COVID-19 basic reproduction ratio in a large urban jail in the United States," Annals of Epidemiology, 53, 2021

Languages

Spanish

Publications