CV

Education

• Ph.D in Applied and Interdisciplinary Mathematics, University of Michigan, 2026 (expected)
• B.A. in Mathematics, Duke University, 2023

Publications

Not All Accuracy Is Equal: Prioritizing Diversity in Infectious Disease Forecasting

Learning From Simulators: A Theory of Simulation-Grounded Learning

Mantis: A Simulation-Grounded Foundation Model for Disease Forecasting

Simulation as Supervision: Mechanistic Pretraining for Scientific Discovery

Characterizing Emerging Features in Cell Dynamics Using Topological Data Analysis Methods

Clinical Outcomes During Admissions for Heart Failure Among Adults With Congenital Heart Disease