Infectious Disease Modeling

Overview

Our lab develops mechanistic and hybrid infectious disease models to support decision-making in public health and healthcare. We focus on linking mathematical theory, data, and real-world interventions across healthcare systems, communities, and One Health settings.

Research Focus

  • Healthcare-associated infections (HAIs)
  • Nursing home and long-term care transmission networks
  • Zoonotic spillover and climate-driven disease risk
  • Uncertainty-aware modeling for intervention evaluation

Selected Publications

  • Bayesian inference of nosocomial MRSA transmission rates in an urban safety-net hospital
    Journal of Hospital Infection (2025)
    View publication
  • An agent-based model to assess the impact of shared staff and occupancy rate on infectious disease burden in nursing homes
    BMC Infectious Diseases (2025)
    View publication
  • Patient flow modeling and simulation to study HAI incidence in an Emergency Department
    Smart Health (2024)
    View publication

Research Funding

  • National Science Foundation (NSF)
    Enhancing Mathematical Models to Investigate Climate Change Influences on Zoonotic Spillover
    Award #2325267
    NSF Award Page
  • CDC / HHS
    Midwest Virtual Laboratory of Pathogen Transmission in Healthcare Settings (MVL-PATHS)
    Award U01CK000671
    HHS Award Detail  |  Program Website