Modeling & Simulation
My methodological work in modeling and simulation develops and applies computational models to understand complex systems and evaluate policy interventions. I specialize in microsimulation models for disease natural history, agent-based models for social and economic dynamics, and epidemic models for infectious disease transmission. I have contributed to developing the CRC-SPIN colorectal cancer model, built COVID-19 transmission models incorporating behavioral adaptation, and created frameworks for high-performance computing and uncertainty quantification in large-scale simulations.
36 publications
2026
JNCI: Journal of the National Cancer Institute
American Journal of Epidemiology
2025
JAMA Network Open
JNCI: Journal of the National Cancer Institute
JAMA Network Open
RAND Research Report
JNCI: Journal of the National Cancer Institute
Medical Decision Making
2024
JNCI: Journal of the National Cancer Institute
2023
Optimal non-pharmaceutical pandemic response strategies depend critically on time horizons and costs
Scientific Reports
JNCI Monographs
Gastroenterology
Epidemiology
Notices of the American Mathematical Society
Industrial Engineering and Operations Management
2022
Cancer Epidemiology Biomarkers & Prevention
Pardee RAND Dissertation
2021
Journal on Policy and Complex Systems
Journal on Policy and Complex Systems