Significance of EMHD graphene oxide (GO) water ethylene glycol nanofluid flow in a Darcy–Forchheimer medium by machine learning algorithm

A Shafiq, AB Çolak, TN Sindhu - The European Physical Journal Plus, 2023 - Springer
The low heat efficiency of base fluids is a key problem among investigators. To address this
issue, investigators utilize tiny-sized (1–100 nm) metal solid material inside the base fluids to …

Effect of thermal radiation on heat transfer in plane wall jet flow of Casson nanofluid with suction subject to a slip boundary condition

HAH Alzahrani, A Alsaiari, JK Madhukesh… - Waves in Random …, 2022 - Taylor & Francis
A Glauert type laminar wall jet issuing into a stationary liquid medium lying above a wall has
technical uses in wall cooling and flow control. It plays a vital role in industrial applications …

Response surface methodology (RSM) and artificial neural network (ANN) simulations for thermal flow hybrid nanofluid flow with Darcy-Forchheimer effects

M Alhadri, J Raza, U Yashkun, LA Lund… - Journal of the Indian …, 2022 - Elsevier
The goal of this study is to examine the radiative properties of a C u− A l 2 O 3/water hybrid
nanofluid with respect to joule heating and suction effects over a stretched sheet. The …

MHD casson nanofluid in darcy-forchheimer porous medium in the presence of heat source and arrhenious activation energy: applications of neural networks

M Shoaib, S Naz, KS Nisar, MAZ Raja… - … Journal of Modelling …, 2023 - Taylor & Francis
The present study investigates the significance of activation energy during chemical
reactions, thermal radiations and temperature gradient of 3-D steady Magnetohydrodynamic …

Efficiency assessment of thermal radiation utilizing flow of advanced nanocomposites on riga plate

S Nasir, A Berrouk, Z Khan - Applied Thermal Engineering, 2024 - Elsevier
Utilizing nanostructured materials to optimize thermal processes for renewable energy is an
important strategy that has been applied in numerous engineering disciplines for diverse …

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 …

Cattaneo–Christov heat flux model for nanofluid flow over a curved stretching sheet: An application of Stefan blowing

R Naveen Kumar, J Suresh Goud, P Srilatha… - Heat …, 2022 - Wiley Online Library
The present work investigates the thermophoresis and Brownian motion effects in nanofluid
flow over a curved stretching sheet (CSS). Also, the Cattaneo–Christov heat flux and Stefan …

Performance analysis of backpropagated networks for entropy optimized mixed convection nanofluid with second-order slip over a stretching surface

MA Zahoor Raja, M Shoaib, R Tabassum… - Waves in Random …, 2022 - Taylor & Francis
Due to their excellent generalization performance, artificial neural networks (ANN) are
becoming more and more popular for solving difficult nonlinear real-world scientific and …

Neural artificial networking for nonlinear Darcy–Forchheimer nanofluidic slip flow

MI Khan, M Shoaib, G Zubair, RN Kumar… - Applied …, 2023 - Springer
This article discussed the magneto-hydrodynamic Darcy–Forchheimer second-order velocity
slip flow model (DFSO-VSFM) through employing the scheme of Levenberg–Marquardt with …

Neuro-computing for hall current and MHD effects on the flow of micro-polar nano-fluid between two parallel rotating plates

H Ullah, M Shoaib, A Akbar, MAZ Raja, S Islam… - Arabian Journal for …, 2022 - Springer
The present works focus on the effects of electric and magnetic fields on the flow of micro-
polar nano-fluid between two parallel plates with rotation under the impact of Hall current …