Research
Overview of Research
My research applies computational mathematics to advance the understanding of reactive flows across a range of scientific and engineering applications, including sustainable aviation fuel combustion, CO₂ desublimation for carbon capture, and blood clot formation. This work involves the development and maintenance of open-source software in C++ and Python to enable high-fidelity simulation of complex multiphysics systems.
Selected examples below provide visual demonstrations of these research efforts.
Heterogeneous Nucleation of CO₂ in Carbon Capture Systems
Conference presentation from the Rocky Mountain Fluid Mechanics Symposium describing collaborative work with Carbon America on modeling heterogeneous nucleation processes in carbon capture systems (NLR/PR-2C00-96067).
Hemostasis in a Microfluidic Device
Using the clotFoam framework, we simulate platelet-mediated coagulation across a range of physiologically relevant geometries. This example models hemostasis following an extravascular injury within an in vitro microfluidic device. Blood enters through the right channel while a buffer fluid flows through the left channel at a lower rate, driving blood into a horizontal channel coated with tissue factor and collagen to initiate platelet adhesion and coagulation.
- Relevant publication: doi:10.1016/j.softx.2023.101483
- GitHub project: github.com/d-montgomery/clotFoam/tutorials/Hjunction3D
Thrombosis
This simulation demonstrates thrombus formation resulting from an intravascular injury using the clotFoam software framework, highlighting the model’s ability to capture complex clot growth dynamics under flow conditions.
- Relevant publication: doi:10.1016/j.softx.2023.101483
- GitHub project: github.com/d-montgomery/clotFoam/tutorials/rectangle2D