Artificial Intelligence Based Analysis for Magnetized Casson Fluid in Partially Heated Cavity Rooted with Heated Fin
International Journal of Thermofluids,
Journal Year:
2025,
Volume and Issue:
unknown, P. 101095 - 101095
Published: Jan. 1, 2025
Language: Английский
Numerical Analysis of Shear-Dependent Unsteady Non-Newtonian Fluid Flow and Heat Transfer in Open-Ended Cavities
Razi Khan,
No information about this author
Jorge Tiago,
No information about this author
Adeel Ahamd
No information about this author
et al.
Published: Jan. 1, 2025
Language: Английский
Coupled multiphysics solver for irregular regions based on graph neural network
Xiancheng Sun,
No information about this author
Borui Du,
No information about this author
Yinpeng Wang
No information about this author
et al.
International Journal of Thermofluids,
Journal Year:
2024,
Volume and Issue:
23, P. 100726 - 100726
Published: June 13, 2024
Multiphysics
analysis,
involving
the
coupled
phenomena
of
various
physics
fields,
such
as
electro-mechanical,
thermofluidic,
thermoelectric,
and
thermo-hygric
phenomena,
plays
a
critical
role
in
advancing
technology
engineering
disciplines.
Conventional
numerical
algorithms
are
generally
time-consuming
resource-demanding.
Thanks
to
rapid
development
deep
learning
(DL),
data-driven,
physics-informed,
operator
methods
have
been
proposed
accelerate
calculation
process.
However,
existing
DL
methods,
encompassing
convolutional
neural
network
(CNN)
graph
(GNN)
based
approaches,
exhibit
limitations
effectively
handling
irregular
regions
addressing
challenges
posed
by
multiphysics
tasks.
To
tackle
these
problems,
we
propose
framework
on
GNN
with
solver.
In
solving
process
framework,
is
generated
according
given
region,
then
coupled-field
(GCFSN)
adopted.
We
conducted
three
experiments
using
GCFSN
solve
mean
relative
error
about
5%.
The
experimental
results
verified
superior
performance
generalization
ability
method
thermal-coupled
problems
an
region.
Language: Английский
Analysing Fluid Flow and Heat Transfer Comparatively in Flow Passage Systems: Evaluating Thermal Impacts and Geometric Configurations
International Journal of Thermofluids,
Journal Year:
2024,
Volume and Issue:
unknown, P. 100894 - 100894
Published: Sept. 1, 2024
Language: Английский
Entropy Generation and Heat Convection Analysis of Second-Grade Viscoelastic Nanofluid Flow in a Tilted Lid-Driven Square Enclosure: A Finite Difference Approach
International Journal of Thermofluids,
Journal Year:
2024,
Volume and Issue:
unknown, P. 101023 - 101023
Published: Dec. 1, 2024
Language: Английский
Enhanced thermal efficiency on mixed convection flow of TiO2 – water nanofluid inside a double lid driven zigzag cavity with and without heated obstacles insertion
Md Aslam Hossain,
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Md. Shamim Reza Sajib,
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Md. Sagib
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et al.
International Journal of Thermofluids,
Journal Year:
2024,
Volume and Issue:
25, P. 101040 - 101040
Published: Dec. 26, 2024
Language: Английский
Enhancement of Carbon Nanotubes/Kerosene Nanofluids on Mixed Convective Heat Transfer in Rectangular Enclosures
International Journal of Thermofluids,
Journal Year:
2024,
Volume and Issue:
unknown, P. 100932 - 100932
Published: Oct. 1, 2024
Language: Английский
Buoyancy-driven flow for surface reaction on vertical walls in multilayered open cavities
Heliyon,
Journal Year:
2024,
Volume and Issue:
11(1), P. e41292 - e41292
Published: Dec. 17, 2024
This
study
analyzes
the
influences
of
surface
reactions
on
natural
convective
flow,
temperature,
and
oxygen
concentration
distributions
in
vertically
placed
multilayered
cavities.
A
mathematical
model
for
this
problem
is
formulated
with
proper
boundary
conditions.
At
first,
governing
equations
are
made
dimensionless
using
variable
transformations.
Then,
those
solved
utilizing
finite
element
method
(FEM),
stream
function
calculated
from
Poisson
equation.
Numerical
results
show
that
maximum
significantly
increased
while
temperature
remaining
considerably
decreased
higher
Rayleigh
number.
On
contrary,
buoyancy
force
parameter
Lewis
number
cause
an
increase
values
but
a
decrease
concentration.
For
increasing
reactant
consumption
parameter,
flow
structure
cavities
changes.
In
addition,
heat
release
parameter.
When
opening
heights
wider,
higher,
however
first
becomes
lower
then
higher.
any
value
parameters,
intensity
occurs
adjacent
to
bottom
top
cavity
open
However,
seen
at
left
corner
system.
Language: Английский