Predicting the thermal distribution in a convective wavy fin using a novel training physics-informed neural network method

K Chandan, R Saadeh, A Qazza, K Karthik… - Scientific Reports, 2024 - nature.com
Fins are widely used in many industrial applications, including heat exchangers. They
benefit from a relatively economical design cost, are lightweight, and are quite miniature …

Intelligent neuro-computational modelling for MHD nanofluid flow through a curved stretching sheet with entropy optimization: Koo–Kleinstreuer–Li approach

Richa, BK Sharma, B Almohsen… - … of Computational Design …, 2024 - academic.oup.com
The present study explores the dynamics of a two-dimensional, incompressible nanofluid
flow through a stretching curved sheet within a highly porous medium. The mathematical …

Endothermic and exothermic chemical reactions' influences on a nanofluid flow across a permeable microchannel with a porous medium

JK Madhukesh, BC Prasannakumara… - … Journal of Ambient …, 2024 - Taylor & Francis
The compact dimensions and large surface area-to-volume ratio characteristic of
microchannel geometries can efficiently utilise endothermic and exothermic chemical …

Stagnant rings and uniform film analysis of Phan-Thien Tanner fluid film flow on a vertically upward moving tube

A Walait, H Ashraf, D Chou, HU Rehman - Physics of Fluids, 2024 - pubs.aip.org
Analyzing Phan-Thien Tanner fluid film behavior on a vertically upward moving tube can
help predictive models in engineering, notably in coating and lubrication operations. This …

Exploration of uniform and sudden lifting on hybrid nanofluid flow induced by the ramped motion of magnetized porous plate suspended by dust particles

K Sajjan, M Dinesh Kumar, CSK Raju… - … Heat Transfer, Part A …, 2024 - Taylor & Francis
This study concentrates on heat transmission and momentum in the hydromagnetic flow of
hybrid nano-dusty fluid over the thermal plate with radiation, Newtonian heating wall …

Assisting and opposing mixed convective flow over a solid sphere at its bottom stagnation point with a constant surface heat, mass and motile microorganism flux

NI Nima, M Ferdows - International Journal of Ambient Energy, 2024 - Taylor & Francis
This study examined the laminar mixed convective flow around the lower point of stagnation
for a solid sphere with a steady flux of gyrotactic microbial motility, mass and temperature …

[HTML][HTML] Thermal radiation and soret/dufour effects on amplitude and oscillating frequency of darcian mixed convective heat and mass rate of nanofluid along porous …

Z Ullah, MA Said, MD Alsulami, S Al Arni… - Case Studies in Thermal …, 2024 - Elsevier
The influence of thermal radiations and Soret/Dufour significantly increases the mass and
heat transport in material science, geothermal process, chemical rectors and heat …

Artificial Neural Network Prediction and Numerical Analysis of Hall Current and Darcy-Forchheimer Effects on Dissipative Casson Fluid Flow Over a Thinner Surface

H Ali, YCA Reddy, AM Galal - Multiscale and Multidisciplinary Modeling …, 2025 - Springer
This study investigates heat transfer in a thinner using artificial neural networks (ANNs) and
explores the behavior of Casson fluids under Hall current and Darcy-Forchheimer effects …