Ali Tivay

TL;DR: The objective is to find a nonlinear mapping to transform raw data into another space in which classification becomes easier and the performance of the resulting transformation is tested in an experimental setting to show the merits of the proposed method.

TL;DR: An EHSS structure with controllable supply pressure is proposed and its dynamic model is derived from the basic laws of physics to control both the supply pressure and the cylinder position at the same time, in a way that reduces the overall energy consumption of the system.

TL;DR: It is demonstrated that model-based selection of PWA features can enhance the robustness of BP trend tracking based on BCG PTT-PWA fusion and the development of P WA-based BP predictors orthogonal to PTT.

TL;DR: This paper presents a study on electro-hydraulic servo system for the purpose of position control using a compatible linear model, and proposes a procedure with less conservativeness and less restriction that has the fastest operation without any overshoot.

TL;DR: The goal of this work is to garner potentially generalizable insight into the practical use of regularization in individualizing a complex physiological model using scarce data by investigating its effect in a clinically significant critical care case study of blood volume kinetics and cardiovascular hemodynamics in hemorrhage and circulatory resuscitation.