13 citations · 18 across the 4 of their papers we have counts for
4 papers
A Practical Computational Hemolysis Model Incorporating Biophysical Properties of the Red Blood Cell Membrane
Nico Dirkes, Marek Behr
Purpose: Hemolysis is a key issue in the design of blood-handling medical devices. Computational prediction of this phenomenon is challenging due to the complex multiscale nature o…
A Model Hierarchy for Predicting the Flow in Stirred Tanks with Physics-Informed Neural Networks
Veronika Trávníková, Daniel Wolff, Nico Dirkes +3
This paper explores the potential of Physics-Informed Neural Networks (PINNs) to serve as Reduced Order Models (ROMs) for simulating the flow field within stirred tank reactors (ST…
Eulerian Formulation of the Tensor-Based Morphology Equations for Strain-Based Blood Damage Modeling
Nico Dirkes, Fabian Key, Marek Behr
The development of blood-handling medical devices, such as ventricular assist devices, requires the analysis of their biocompatibility. Among other aspects, this includes hemolysis…
Exploring the Influence of Parametrized Pulsatility on Left Ventricular Washout under LVAD Support: A Computational Study Using Reduced-Order Models
Maximilian R. Schuster, Nico Dirkes, Fabian Key +2
Medical therapy for patients with severe heart disease often relies on left ventricular assist devices (LVADs). It is an ongoing topic of research how complications like stagnation…