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.
34 publications
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
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