Design and Development of Ultra-Broadband Hexagonal-shaped MXene-based Metamaterial Solar Absorber Optimized by Machine Learning for Renewable Energy Applications
Raj Agravat,
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Shobhit K. Patel,
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Taoufik Saidani
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et al.
Research Square (Research Square),
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 29, 2025
Abstract
To
optimise
the
production
of
energy
and
minimise
loss
concerning
availability
green
energy,
especially
solar
a
number
sun
light
absorber
prototypes
composed
various
materials
were
examined.
Tungsten
MXene
serve
as
components
in
Hexagonal
with
Square-shaped
Resonator
Metamaterial
MXene-based
Solar
Absorber
(HWSRMMSA),
resonator
hexagonal
square
form.
The
substrate
recommended
HWSRMMSA
was
SiO
2,
contrast
to
bottom
layer
Fe.
Polarization
is
important
for
this
ultra-wideband
HWSRMMSA,
which
has
wide
bandwidth
2020
1140
nm
91%
96%
absorptance
at
200–4000
wavelength.
Permittivity
characteristics,
refractive
index,
permeability
among
negative
metamaterial
consequences
that
expanded
reliability
absorptance.
According
calculation,
maximum
possible
R
2
value
0.999551
parameter
modification
ML
(machine
learning)
model,
using
liner
regression
aims
reduce
simulation
duration
by
quarter
within
comparison
previous
techniques
while
lowering
other
requirements.
Finally,
previously
described
used
observe
compare,
Electric
intensity
studied
described.
Because
its
outstanding
absorptance,
surface
plasmon
resonance
ultra-broadband,
been
utilized
water
heaters.
Language: Английский
MXene‐Based Nano‐Structures for Plasmonic Perfect Absorber in the Visible Region
Reihaneh Shaabani,
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Hossein Shirkani
No information about this author
Advanced Theory and Simulations,
Journal Year:
2025,
Volume and Issue:
unknown
Published: May 3, 2025
Abstract
Recently,
the
emergence
of
a
new
class
materials
called
‘MXenes’
has
expanded
application
nanostructures
in
optical
devices,
such
as
sensors,
solar
cells,
saturable
absorbers,
and
perfect
absorbers.
MXenes
possess
combination
plasmonic
characteristics
high
electrical
conductivity,
making
them
an
unrivaled
choice
for
designing
In
this
paper,
nanostructure
composed
common
MXene,
Ti
3
C
2
Tx
is
introduced,
coupled
with
silver
(Ag)
grating
embedded
within
dielectric
layer
to
enhance
response
achieve
absorber
visible
region.
To
optimize
performance
nanostructure,
various
geometrical
parameters
are
fine‐tuned,
including
radius,
center,
width
structure,
thickness
layer,
layer.
By
carefully
adjusting
these
parameters,
absorption
structure
significantly
increased,
reaching
up
99.9%
full
at
half
maximum
(FWHM)
53
nm
Language: Английский