Entropy optimization in non-newtonian prandtl-eyring fluid using ANN over a curved riga surface
International Journal of Thermal Sciences,
Год журнала:
2025,
Номер
212, С. 109765 - 109765
Опубликована: Фев. 10, 2025
Язык: Английский
Thermal-hydrodynamic analysis of a Maxwell fluid with controlled heat/mass transfer over a Riga plate: A numerical study with engineering applications
Results in Engineering,
Год журнала:
2025,
Номер
unknown, С. 104801 - 104801
Опубликована: Апрель 1, 2025
Язык: Английский
The flow of hybrid nanofluids between nonparallel stretching walls using neural network and control volume finite element method
International Journal of Numerical Methods for Heat & Fluid Flow,
Год журнала:
2025,
Номер
unknown
Опубликована: Май 13, 2025
Purpose
This
study
aims
to
examine
how
Ag
and
TiO
2
hybrid
nanofluids
(HNFs)
move
through
a
nonparallel
stretching
channel
improve
heat
transfer
(HT).
Design/methodology/approach
Stretching
walls
that
converge
diverge
are
responsible
for
the
influence
on
(Ag
)
HNF
flow.
The
absorption
omission
viscous
dissipation
characters
also
included
in
model
increase
HT
rate.
governing
equations
solved
control
volume
finite
element
method
(CVFEM)
using
(FEA
Tool-Multiphysics)
software.
Solving
transformed
is
done
Wavelet-based
physics-informed
neural
network.
Findings
behavior
of
nanoparticle
(NP)
properties
evaluated
by
presenting
results
as
NP
concentration,
illustrated
streamlines,
isotherms
average
Nusselt
numbers.
impact
parameters
such
Eckert
number,
absorption,
parameter,
Magnetic
field,
Reynold
number
shrinking
has
been
observed.
statistical
analysis
revealed
an
11.8%
improvement
HT.
(mean
squared
error)
(error
normalized
observed
with
best
validation
A
comparison
made
validate
obtained
results.
Research
limitations/implications
main
contribution
stretched
concept
solution
CVFEM
unsupervised
network,
which
were
not
focused
earlier
converging
diverging
combination
.
extension
possible
case
other
nanomaterials
experimental
analysis.
Practical
implications
provides
intriguing
assess
microscopic
view
crucial
thermodynamic
processes
ultimately
lead
optimal
thermal
configuration.
Social
Renewable
energy
most
important
factor
human
development
this
investigation
focuses
sources.
Originality/value
contributions
Язык: Английский
Transient fractional dusty fluid flow in a superhydrophobic microchannel
The European Physical Journal Plus,
Год журнала:
2025,
Номер
140(5)
Опубликована: Май 7, 2025
Язык: Английский
Exploring swirling flow dynamics: Unsupervised machine learning in Maxwell hybrid nanofluid convection over an exponentially stretching cylinder with non-linear radiation effects
Communications in Nonlinear Science and Numerical Simulation,
Год журнала:
2024,
Номер
unknown, С. 108378 - 108378
Опубликована: Окт. 1, 2024
Язык: Английский