PI: Optimal bed allocation in intensive care unit with patients health evolution and patient readmission 2021-2023 Jan 1, 2021 healthcare Huiyin Ouyang Assistant Professor of Operations Management My research interests include stochastic modeling and analysis of service systems, healthcare operations, simulation analytics, and data-driven decision making. Related PI: Investigation of Time-dependent Physician Productivity and Application in Emergency Department Waiting Time Management 2023 - 2025 Co-PI: Hong Kong RECAP A Systematic Response Strategy for Novel Infectious Disease Pandemic 2021 - 2024 Co-I: Impact of emergency department waiting time announcements on patient behavior 2020 - 2022