Reduced order models of centrifugal pump for control applications: a comparison of Galerkin-projection and neural networks

A Mjalled, K Sommer, YP Ravichandran, R Skoda… - IFAC-PapersOnLine, 2024 - Elsevier
Galerkin-projection and non-intrusive neural network reduced order models (ROMs) for a
two-dimensional centrifugal pump model are presented and compared with respect to their …

An insight into the effect of sharp and round edges on the flow field-A CFD simulation

A Hussain, G Puzhen, MM Azeem… - 2023 Advances in …, 2023 - ieeexplore.ieee.org
This paper presents a numerical investigation of pressure drop and distribution in a channel
around a sharp edge and a disc that is connected to the base of a circular rod. We have …

[PDF][PDF] Data-driven modeling using convolutional neural network for experimental velocity fields of an im**ing jet

A Mjalled, M El Hassan, HH Assoum, M Mönnigmann - 2023 - cal-tek.eu
Modeling and analysis of complex flow behavior of im**ement jets is a problem of
significant importance in many engineering applications. Due to the nonlinear nature of …