Data-driven Neural Networks for Windkessel Parameter Calibration

Benedikt Hoock, Tobias Köppl

In this work, we propose a novel method for calibrating Windkessel (WK) parameters in a dimensionally reduced 1D-0D coupled blood flow model. To this end, we design a data-driven n…