Optimization of hemocompatibility metrics in ventricular assist device design using machine learning and CFD-based response surface analysis
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Ventricular assist devices (VADs) are essential for end-stage heart failure patients, but their design must balance hydraulic efficiency and hemocompatibility to minimize blood damage. This study presents a multi-objective optimization framework integrating co... ...
