In this paper, we developed a machine learning-based Bayesian approach to inversely
quantify and reduce the uncertainties of multiphase computational fluid dynamics (MCFD) …

This study presents a novel approach for quantifying the mixing homogeneity of fluids in
direct contact heat exchangers (DCHEs) using electromagnetic tomography (EMT) in …

To optimize flow field in a raceway pond with diaphragm aerators to promote microalgal CO
2 fixation, numerical simulation on three-phases (CO 2 bubbles-culture medium-microalgae …

This study develops a lattice Boltzmann model (LBM) that incorporates a Multi-Component
Multi-Phase flow model (MCMP) with a Multi-Relaxation Time (MRT) collision operator to …

The Venturi injector reactor has a robust and durable design, and provides outstanding
efficiency and dependability. The flow field control in the Venturi reactor is an effective way …

The Venturi injector reactor has a robust and durable design and is highly efficient and
reliable. The flow field control in the Venturi reactor is an effective way to enhance gas …

Highlights•Coarse to medium meshes provided a satisfactory description of the flow.•A large
vortex near the rotating magnetic stirrer dominates the flow.•Distribution of velocity showed a …

Abstract Multiphase Computational Fluid Dynamics (MCFD) based on the two-fluid model is
considered a promising tool to model complex two-phase flow systems. MCFD simulation …

Nuclear graphite is proposed for use in High-temperature Gas-cooled Reactor (HTGR)
designs as the neutron moderator, reflector, and core structural material. During the normal …

ABSTRACT Particle Image Velocimetry (PIV) is a widely used technique for flow
measurement in fluids. It is an optical method for flow visualization, which is non-invasive …