Abstract
The
effects
of
inter-particle
spacing
and
radius
molybdenum
disulfide
nanoparticle
on
nanofluid
flow
have
significant
applications
in
various
fields.
In
biomedical
engineering,
optimizing
these
parameters
enhance
drug
delivery
systems,
enabling
more
efficient
targeting
controlled
release
therapeutics.
For
such
important
applications,
this
work
investigates
a
bi-directional
elongating
surface
with
inclined
magnetic
field.
sheet
is
characterized
variable
porous
features.
This
specifically
examines
how
the
radii
nanoparticles
spaces
between
them
influence
overall
dynamics
system.
Cattaneo-Christov
heat
mass
flux
model
also
taken
into
consideration
to
investigate
flow.
impacts
chemical
reaction
activation
energy
used
with,
Brownian
motion
thermophoresis
impacts.
Main
equations
converted
dimensionless
form
then
solved
by
implementing
bvp4c
approach.
It
has
revealed
that
upsurge
factor,
angle
inclination
field
factor
there
reduction
primary
secondary
velocities
both
for
inter-particles
(say\(h=1/2\,\,\&
\,\,10\))
(say\(Rp=3/2\,\,\&
\,\,5/2\)).
case
large
(say\(h=\,\,10\))
(say\(Rp=\,5/2\)).
With
growth
radiation
thermal
Biot
number,
escalation
distribution.
findings
from
study
can
be
utilized
designing
carriers
controllable
structures,
allowing
regulation
movement
rates
within
body.
example,
larger
engineered
provide
slower,
release.
approach
ensures
sustained
target
sites,
thereby
enhancing
therapeutic
efficacy.
ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik,
Год журнала:
2024,
Номер
unknown
Опубликована: Окт. 5, 2024
Abstract
The
present
investigation
examines
the
circulation
of
and
based
nanofluids
while
considering
concentration
waste
discharge.
An
innovative
stacking
regressor
model
is
used
to
increase
prediction
accuracy.
Using
Shooting
Runge
Kutta
Fehlberg's
fourth
fifth‐order
schemes,
governing
equations
are
converted
into
ordinary
differential
using
similarity
transformation
then
numerically
solved.
findings
represented
graphically,
model's
correctness
assessed
Gaussian
Process
Regression,
Categorical
Boost,
Extreme
Gradient
Boosting,
Random
Forest,
with
linear
regression
acting
as
a
meta‐model.
closely
related
testing
training
data
show
consistency
stability.
Magnetic
field
inclination
angle
will
decline
velocity,
space,
temperature‐dependent
internal
heat
generation
factors
enhance
temperature.
Raising
pollutant
external
source
parameter
raises
concentration.
In
all
cases,
shows
better
performance
than
nanofluid.
work's
application
ranges
from
fluid
dynamics
management.
By
offering
precise
forecasts
nanofluid
concentration,
proposed
may
aid
in
designing
optimizing
discharge
systems.
Abstract
The
effects
of
inter-particle
spacing
and
radius
molybdenum
disulfide
nanoparticle
on
nanofluid
flow
have
significant
applications
in
various
fields.
In
biomedical
engineering,
optimizing
these
parameters
enhance
drug
delivery
systems,
enabling
more
efficient
targeting
controlled
release
therapeutics.
For
such
important
applications,
this
work
investigates
a
bi-directional
elongating
surface
with
inclined
magnetic
field.
sheet
is
characterized
variable
porous
features.
This
specifically
examines
how
the
radii
nanoparticles
spaces
between
them
influence
overall
dynamics
system.
Cattaneo-Christov
heat
mass
flux
model
also
taken
into
consideration
to
investigate
flow.
impacts
chemical
reaction
activation
energy
used
with,
Brownian
motion
thermophoresis
impacts.
Main
equations
converted
dimensionless
form
then
solved
by
implementing
bvp4c
approach.
It
has
revealed
that
upsurge
factor,
angle
inclination
field
factor
there
reduction
primary
secondary
velocities
both
for
inter-particles
(say\(h=1/2\,\,\&
\,\,10\))
(say\(Rp=3/2\,\,\&
\,\,5/2\)).
case
large
(say\(h=\,\,10\))
(say\(Rp=\,5/2\)).
With
growth
radiation
thermal
Biot
number,
escalation
distribution.
findings
from
study
can
be
utilized
designing
carriers
controllable
structures,
allowing
regulation
movement
rates
within
body.
example,
larger
engineered
provide
slower,
release.
approach
ensures
sustained
target
sites,
thereby
enhancing
therapeutic
efficacy.