Multiphase flow has many applications, such as oil and gas industries. Flow meter devices
must be calibrated with field or laboratory data. One of the best methods to calibrate the …

Abstract Autism Spectrum Disorder (ASD) has affected many children's life due to their
hidden symptoms. The late detection of ASD is due to its complex and heterogeneous …

This paper mainly reviews the research progress on multiphase flow in nuclear engineering.
This paper is composed of three parts. The first part documents a literature statistical …

Two-phase flow regime identification is an essential transdisciplinary topic that spans digital
signal processing, artificial intelligence, chemical engineering, and energy. Multiphase flow …

Accurate identification of flow regimes is paramount in several industries, especially in
chemical and hydrocarbon sectors. This paper describes a comprehensive data-driven …

Determination of flow patterns is crucial for the prediction of unsteady flow parameters,
which is important for multiphase flow pipeline integrity management. Thus far, various …

Purpose Identifying the flow regime is a prerequisite for accurately modeling two-phase flow.
This paper aims to introduce a comprehensive data-driven workflow for flow regime …

The accuracy of data-driven flow pattern identification in gas-liquid two-phase flow depends
on the quality of training data. If a high similarity of input parameters exists between the …

The heat exchanger (HE) is an important component of almost every energy generation
system. Periodic inspection of the HEs is particularly important to keep high efficiency of the …

Abstract Machine learning approaches are now being used in the process industries to
objectively classify two-phase flow regimes in pipes such as into bubbly, slugging, churning …