https://orcid.org/0000-0001-6318-3885
Overview
My research in biomedical simulation and high-performance computing focuses on the development of new computational tools that we use to provide insight into the localization and development of human diseases ranging from atherosclerosis to cancer.
Current Duke Appointments & Affiliations
Professor of Biomedical Engineering
·
2026 - Present
Biomedical Engineering,
Pratt School of Engineering
Assistant Professor in the Thomas Lord Department of Mechanical Engineering and Materials Science
·
2022 - Present
Thomas Lord Department of Mechanical Engineering and Materials Science,
Pratt School of Engineering
Associate Professor of Computer Science
·
2025 - Present
Computer Science,
Trinity College of Arts & Sciences
Member of the Duke Cancer Institute
·
2015 - Present
Duke Cancer Institute,
Institutes and Centers
Recent Scholarly Works
Optimizing Non-invasive Fractional Flow Reserve Estimation with Machine Learning-Enhanced 1D Hemodynamic Modeling.
Journal article Cardiovascular engineering and technology · August 2026 Patient-specific computational models exhibit strong concordance with invasively measured fractional flow reserve (FFR)-the clinical gold standard for diagnosing coronary ischemia. However, current modeling techniques frequently rely on computationally int ... Full text CitePhysiological Assessment of Coronary Artery Disease.
Journal article The New England journal of medicine · July 2026 Full text CiteGPU Halo Replay: Lossless Twin Simulations for Flexible In Situ Analysis of Stencil-Based Solvers
Conference Pasc 2026 Platform for Advanced Scientific Computing Conference · June 28, 2026 We introduce GPU Halo Replay, a solver-aware in situ framework for stencil-based applications that creates a lossless simulation "twin"for advanced visualization and analysis. By decoupling analysis from the primary simulation and delegating it to dedicate ... Full text CiteRecent Grants
iPediHeart: Interdisciplinary Research Training Program for Pediatric Heart Disease
Inst. Training Prgm or CMEMentor · Awarded by National Heart, Lung, and Blood Institute · 2025 - 2030FDT-BioTech: Scalable Digital Twins to Power Virtual Trials and Test Treatments
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2025 - 2028Dynamic models of the cardiovascular system capturing years, rather than heartbeats
ResearchPrincipal Investigator · Awarded by National Institute on Aging · 2022 - 2027View All Grants
Education
Harvard University ·
2013
Ph.D.