Research

Overview of my current projects, cathegorized to microscale biomedicine, clinical applications, high-performance computing, other, and miscellaneous.

fundamental biomedicine

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Digital Twin of cellular blood

High-performance microscale simulations with HemoCell
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Vascular injury

Predicting the effects of microneedles and mosquito bites
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Initial stages of thrombus formation

Combining experimental imaging with flow and structural simulations
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Flow mechanics kickstarting thrombosis

Investigating the role of the micro-mechanical environment
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Computational model credibility

Inverse Uncertainty Quantification of RBC mechanics in HemoCell

clinical applications

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Virtual treatment of brain aneurysms

Virtual flow diverter deployment for treatment planning
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Vascular graft development

Development of a new medical graft that is able to follow patient growth
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Risk of thrombosis in patient vessels

Computational study of thrombotic risk in a Fontan vasculature.
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micro-aneurysm in the eye

Cellular flow in 3D reconstructed retinal micro-aneurysm
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Flow prediction in brain aneurysms

Blood flow simulation in patient brain arteries with vitual treatment.
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Turbulence in blood

Transient turbulence in a Fontan patient's circulation.
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chaotic flows

Chaotic flow patterns in diseased arteries

high-performance computing

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Performance modeling

Predicting large-scale simulation performance and energy use
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Heterogenous multi-scale model

Dynamic coupling of high-performance computing models
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load-balancing

Dynamic load-balancing of large-scale cellular simulations

other

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Quantum gravity simulation

Causal Dynamical Triangulations
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2D LBM code

2D open-source lattice Boltzmann simulation (C/Python)
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webLBM

(opens new page!) webGL based interactive 2D lattice Boltzmann simulation