Flow Fast

Complex Flows and Advanced Transport Lab

We develop the transport physics of flow-responsive systems.

We study transport of macromolecules, cells, and bioengineered particles in hemodynamic environments, flow-coupled separation and reaction at functional surfaces, and turbulent and compressible mixing with variable material properties.

High-fidelity computation and scientific machine learning, with experimental collaborators across biomedical engineering, materials science, national laboratories, and industry partners.

Thrust I

Bioflow & Hemodynamics

Transport of macromolecules, cells, and bioengineered particles in hemodynamic environments is governed by the accumulated history of mechanical exposure, not instantaneous local conditions. We develop the mechanistic frameworks governing how flow environments shape macromolecular activation, cellular damage, and flow-mediated intercellular signaling, with implications for thrombosis, cardiovascular disease, targeted drug delivery, and medical device design.

Particle-resolved simulation of red blood cells in a channel flow

Thrust II

Flow-Coupled Functional Surfaces

Membrane performance, catalytic reaction rates, and surface-mediated separation are governed by bidirectional coupling between local flow structure and surface response. We study how flow interacts with separative, stimuli-responsive, and catalytic surfaces to regulate transport, with active work spanning water desalination, bioseparation, and reactive systems.

Concentration and temperature polarization in membrane separation

Shared Foundation

Transport Physics and Computational Methods

Both thrusts draw on a common foundation: transport physics in variable-property, high-Schmidt-number, and compressible flow regimes. We study turbulent and compressible mixing, viscosity-gradient dynamics, and shock-surface interactions through high-fidelity simulation and scientific machine learning.

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News & Updates.

Apr 2026 New member – Brandon Tsirlin joins the lab as M.S. student
Nov 2025 APS Division of Fluid Dynamics – Four presentations at the annual meeting
Jul 2025 17th U.S. National Congress on Computational Mechanics – Two abstracts presented
Jun 2025 ASME Summer Bioengineering Conference (SB3C) – Presentation at the annual meeting
2025 Publications – New papers in Renewable Energy, Desalination, Separation and Purification Technology, and Physical Review E
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