Machine learning-based CFD simulations: a review, models, open threats, and future tactics
D Panchigar, K Kar, S Shukla, RM Mathew… - Neural Computing and …, 2022 - Springer
This review targets various scenarios where CFD could be used and the logical parts
needed for exemplary computations. The machine learning aspect with algorithms that have …
needed for exemplary computations. The machine learning aspect with algorithms that have …
Statistical modeling and investigation of thermal characteristics of a new nanofluid containing cerium oxide powder
In this paper, the thermal conductivity (k nf) of cerium oxide/ethylene glycol nanofluid is
extracted for different temperatures (T= 25, 30, 35, 40, 45, and 50° C) and the volume …
extracted for different temperatures (T= 25, 30, 35, 40, 45, and 50° C) and the volume …
Second law analysis of a 3D magnetic buoyancy-driven flow of hybrid nanofluid inside a wavy cubical cavity partially filled with porous layer and non-Newtonian layer
The current paper presents numerical results of the 3D buoyancy-driven flow of a hybrid
nanofluid in a cubical cavity in the presence of a magnetic field. The computational domain …
nanofluid in a cubical cavity in the presence of a magnetic field. The computational domain …
A novel integrated model to improve the dynamic viscosity of MWCNT-Al2O3 (40: 60)/Oil 5W50 hybrid nano-lubricant using artificial neural networks (ANNs)
MH Esfe, R Esmaily, MK Khabaz, A Alizadeh… - Tribology …, 2023 - Elsevier
In this study, a unique incorporated version is presented to enhance the dynamic viscosity of
MWCNT-Al 2 O 3 (40: 60)/Oil 5W50 hybrid nanofluid (HNF) the usage of the 3 maximum vast …
MWCNT-Al 2 O 3 (40: 60)/Oil 5W50 hybrid nanofluid (HNF) the usage of the 3 maximum vast …
[HTML][HTML] Effects of curvature existence, adding of nanoparticles and changing the circular minichannel shape on behavior of two-phase laminar mixed convection of Ag …
In the present research, heat transfer behavior and Ag/water two-phase laminar nanofluid
flow as cooling fluid in volume fraction of nanoparticles 0–6% and Reynolds numbers of 200 …
flow as cooling fluid in volume fraction of nanoparticles 0–6% and Reynolds numbers of 200 …
A prediction model for CO2 concentration and multi-objective optimization of CO2 concentration and annual electricity consumption cost in residential buildings using …
M Baghoolizadeh, M Rostamzadeh-Renani… - Journal of Cleaner …, 2022 - Elsevier
Environmental pollutants in the air have long been a great threat to the health and life of
human society and the volume of these pollutants is rapidly increasing. Human beings …
human society and the volume of these pollutants is rapidly increasing. Human beings …
[PDF][PDF] Multifactorial analysis of a gateroad stability at goaf interface during longwall coal mining–A case study
D Babets, O Sdvyzhkova, S Hapieiev… - Mining of Mineral …, 2023 - mining.in.ua
Purpose. Creating a generalized algorithm to account for factors (coal seam thickness,
enclosed rock mechanical properties, the dimension and bearing capacity of artificial …
enclosed rock mechanical properties, the dimension and bearing capacity of artificial …
The effect of canard's optimum geometric design on wake control behind the car using Artificial Neural Network and Genetic Algorithm
M Rostamzadeh-Renani, M Baghoolizadeh… - ISA transactions, 2022 - Elsevier
Canard is a cutting-edge aerodynamic attachment for lowering the vehicle's drag coefficient
by efficiently directing the airflow as well as reducing the lift coefficient by enhancing down …
by efficiently directing the airflow as well as reducing the lift coefficient by enhancing down …
A comprehensive investigation of thermal conductivity in of monolayer graphene, helical graphene with different percentages of hydrogen atom: A molecular dynamics …
H Li, MMA Zahra, BS Bashar, F Fathdal… - Colloids and Surfaces A …, 2023 - Elsevier
Graphene is one of the most important two-dimensional carbon allotropes with a plate
structure similar to honeycomb nets. Due to its high thermal conductivity (TC), it is an …
structure similar to honeycomb nets. Due to its high thermal conductivity (TC), it is an …
[HTML][HTML] Numerical modeling of species transport and functional characteristics of a proton exchange membrane fuel cell using an agglomerate model with a multi …
In this study, the species transport and functional characteristics of a Proton Exchange
Membrane Fuel Cell (PEMFC) using the agglomerate model are carried out. The modeling …
Membrane Fuel Cell (PEMFC) using the agglomerate model are carried out. The modeling …