To
provide
a
lightweight
and
cost-effective
solution
for
long-wave
infrared
imaging
using
singlet,
we
developed
neural
network-enhanced
metalens
camera
by
integrating
high-frequency-enhancing
(HFE)
cycle-GAN
network
into
system.
The
HFE
improves
the
quality
of
original
images
addressing
inherent
frequency
loss
introduced
metalens.
In
addition
to
bidirectional
cyclic
generative
adversarial
network,
it
incorporates
high-frequency
learning
module.
This
module
utilizes
wavelet
transform
extract
components
then
establishes
feedback
loop.
It
enables
generator
enhance
outputs
from
discriminator.
ensures
that
adheres
constraints
imposed
loss,
thereby
effectively
recovering
camera's
loss.
recovery
guarantees
high-fidelity
image
output
camera,
facilitating
smooth
video
production.
Our
neural-network-enhanced
is
capable
achieving
dynamic
at
125
frames
per
second
with
an
end
point
error
value
12.58.
We
also
achieved
0.42
Fréchet
inception
distance,
30.62
peak
signal
noise
ratio,
0.69
structural
similarity
in
recorded
videos.
Photonics Research,
Год журнала:
2023,
Номер
12(2), С. 194 - 194
Опубликована: Дек. 4, 2023
The
terahertz
(THz)
wave
is
at
the
intersection
between
photonics
and
electronics
in
electromagnetic
spectrum.
Since
vibration
mode
of
many
biomedical
molecules
weak
interaction
inside
fall
THz
regime,
utilizing
radiation
as
a
signal
source
to
operate
substance
information
sensing
has
its
unique
advantages.
Recently,
metamaterial
sensor
(metasensor)
greatly
enhanced
substances
spectral
selectivity
on
subwavelength
scale.
However,
most
past
review
articles
have
demonstrated
metasensor
terms
their
structures,
applications,
or
materials.
Until
recently,
with
rapid
development
metasensing
technologies,
molecular
paid
much
more
attention
platform
metasensors.
In
this
review,
we
comprehensively
introduce
for
detecting
not
only
featureless
refractive
index
but
also
vibrational/chiral
analytes.
objectives
are
improve
specificity
either
by
chemical
material-assisted
analyte
capture
physical
information.
Later,
boost
absorption
features
certain
frequency,
resonant
responses
metasensors
can
be
tuned
vibrational
modes
target
molecules,
while
frequency
multiplexing
techniques
reviewed
enhance
broadband
spectroscopic
fingerprints.
chiral
summarized
specific
identification
molecules.
Finally,
potential
prospects
next
generation
discussed.
Compared
metasensing,
platforms
accelerated
material
modification
will
lead
greater
impact
advancement
trace
detection
conformational
dynamics
biomolecules
practical
applications.
Abstract
The
molecular
fingerprint
sensing
technology
based
on
metasurface
has
unique
attraction
in
the
biomedical
field.
However,
terahertz
(THz)
band,
existing
designs
multi-pixel
or
angle
multiplexing
usually
require
more
analyte
amount
possess
a
narrower
tuning
bandwidth.
Here,
we
propose
novel
single-pixel
graphene
metasurface.
Based
synchronous
voltage
tuning,
this
enables
ultra-wideband
(
$$\sim$$
∼
1.5
THz)
enhancement
of
trace
analytes,
including
chiral
optical
isomers,
with
limit
detection
(LoD)
≤
0.64
μg/mm
2
.
signal
17.4
dB)
originates
from
electromagnetically
induced
transparency
(EIT)
effect
excited
by
metasurface,
and
ideal
overlap
between
light
field
constrained
single-layer
(SLG)
ultra-thin
analyte.
Meanwhile,
due
to
nonlinear
mechanism
absorption
envelope
distortion
is
inevitable.
To
solve
problem,
universal
spectrum
inversion
model
developed
for
first
time,
restoration
standard
fingerprints
reaches
R
max
≥
0.99.
In
addition,
asynchronous
provides
an
opportunity
realizing
dynamic
reconfiguration
EIT
resonance
slow
modulation
broadband
range.
This
work
builds
bridge
THz
potential
applications
active
spatial
modulators,
devices
imaging
equipments.
Journal of the Optical Society of America B,
Год журнала:
2023,
Номер
41(2), С. 341 - 341
Опубликована: Дек. 15, 2023
Metasurfaces
(MSs)
are
being
extensively
researched
owing
to
their
ability
modulate
the
polarization
and
wavefront
of
electromagnetic
(EM)
waves
in
a
flexible
manner,
which
usually
offer
significant
advantages
including
ultra-thinness,
low
losses,
easy
fabrication.
However,
conventional
MSs
typically
operate
well
only
with
single
polarization.
Here,
we
propose
novel
design
strategy
for
terahertz
(THz)
reflective-mode
MS
that
relies
on
unit-cell
arrangement
combining
propagation
phase
geometric
phase.
Our
designed
can
achieve
multiple
manipulations
reflection
mode,
not
limited
circular
(CP)
transformation,
but
also
enabling
linear
(LP)
conversion.
The
consists
periodic
array
bilayered
metal
patterned
resonator
structures
sandwiched
by
dielectric
substrate.
metallic
is
made
outer
single-split-ring
(SSR)
C-shaped
slot
(CSS),
inner
double-split-ring
(DSR),
its
complementary
structure.
With
this
design,
capable
converting
LP
wave
orthogonal
counterpart
at
lower
frequency
(
f
1
=0.7THz)
after
reflection.
Additionally,
higher
2
=1.4THz),
proposed
convert
right-handed
CP
(RCP)
left-handed
(LCP)
upon
or
vice
versa.
π
full
coverage
be
achieved
independently
simultaneously
adjusting
opening
orientation
angles
SSR
based
phase,
angle
DSR
We
numerically
demonstrate
beam
deflection,
planar
focusing,
vortex
both
reflected
three
representative
provide
proof
concept.
These
findings
reveal
great
potential
multifunctional
devices
dual-polarization
imaging
communication
systems.
Laser & Photonics Review,
Год журнала:
2024,
Номер
18(4)
Опубликована: Янв. 25, 2024
Abstract
Metalens,
a
metasurface
with
focusing
phase,
has
been
the
focus
of
research
due
to
its
immense
potential
for
use
in
imaging
and
display
technology.
Traditional
lens
optical
systems
rely
on
phase
accumulation,
however
metalens
subwavelength
structures
provide
disruptive
path
miniaturized
by
allowing
unfettered
modulation
incident
light's
amplitude.
Recently,
extensive
efforts
have
devoted
exploring
new
design
strategies,
functionalities,
possible
applications.
This
paper
reviews
development,
principle,
classification,
status
metalens.
In
particular,
this
review
focuses
progress
challenges
improving
quality
expanding
diversity,
including
improvements
resolution,
enhancement
depth
field,
extension
field
view,
achromatism.
Lastly,
prospects
future
are
summarized,
application
potentials
novel
3D
display,
intelligent
bionic
as
well
nano‐pixelate
light‐emitting
(NLED)
emphasized.
Light Science & Applications,
Год журнала:
2024,
Номер
13(1)
Опубликована: Июнь 25, 2024
Abstract
Terahertz
modulators
play
a
critical
role
in
high-speed
wireless
communication,
non-destructive
imaging,
and
so
on,
which
have
attracted
large
amount
of
research
interest.
Nevertheless,
all-optical
terahertz
modulation,
an
ultrafast
dynamical
control
approach,
remains
to
be
limited
terms
encoding
multifunction.
Here
we
experimentally
demonstrated
optical-programmed
switching
realized
by
combining
optical
metasurfaces
with
the
metasurface,
resulting
2-bit
dual-channel
encoding.
The
made
up
semiconductor
islands
artificial
microstructures,
enables
effective
programming
providing
multiple
frequency
channels
modulation
at
nanosecond
level.
Meanwhile,
covered
metasurface
alter
spatial
light
field
distribution
obtain
color
code.
According
time-domain
coupled
mode
theory
analysis,
energy
dissipation
modes
can
independently
controlled
excitation,
explains
principle
well.
This
work
establishes
platform
for
programmed
metadevices
may
further
advance
application
composite
manipulation.
Applied Physics Reviews,
Год журнала:
2024,
Номер
11(4)
Опубликована: Дек. 1, 2024
Metasurface
polarization
optics,
manipulating
using
metasurfaces
composed
of
subwavelength
anisotropic
nanostructure
array,
has
enabled
a
lot
innovative
integrated
strategies
for
versatile
and
on-demand
generation,
modulation,
detection.
Compared
with
conventional
bulky
optical
elements
control,
metasurface
optics
provides
feasible
platform
in
scale
to
build
ultra-compact
multifunctional
devices,
greatly
shrinking
the
size
whole
polarized
system
network.
Here,
we
review
recent
progresses
both
classical
quantum
regimes,
including
uniform
spatially
varying
polarization-manipulating
devices.
Basic
such
as
meta-waveplate,
meta-polarizer,
resonant
meta-devices
singularities
provide
compact
means
generate
modulate
beams.
Spatial-varying
manipulation
by
employing
pixelation
feature
metasurfaces,
leading
advanced
diffraction
imaging
functionalities,
vectorial
holography,
classic
imaging,
entanglement,
interference,
modulation.
Substituting
approaches
pave
way
on-chip
or
information
processing,
flourishing
applications
displaying,
communication,
computing.
Abstract
This
work
demonstrates
a
method
to
design
photonic
surfaces
by
combining
femtosecond
laser
processing
with
the
inverse
capabilities
of
tandem
neural
networks
that
directly
link
fabrication
parameters
their
resulting
textured
substrate
optical
properties.
High
throughput
and
characterization
platforms
are
developed
generate
dataset
comprising
35280
unique
microtextured
on
stainless
steel
corresponding
measured
spectral
emissivities.
The
trained
model
utilizes
nonlinear
one‐to‐many
mapping
between
emissivity
parameters.
Consequently,
it
generates
predominantly
novel
designs,
which
reproduce
full
range
emissivities
(average
root‐mean‐squared‐error
<
2.5%)
using
only
compact
region
parameter
space
25
times
smaller
than
what
is
represented
in
training
data.
Finally,
experimentally
validated
thermophotovoltaic
emitter
application.
By
synergizing
laser‐matter
interactions
network
capabilities,
approach
offers
insights
into
accelerating
discovery
surfaces,
advancing
energy
harvesting
technologies.
Advanced Functional Materials,
Год журнала:
2025,
Номер
unknown
Опубликована: Фев. 16, 2025
Abstract
Terahertz
(THz)
waves,
known
for
their
low
photon
energy
and
unique
spectral
fingerprints,
have
broad
applications
in
non‐destructive
testing,
biomedicine,
other
fields.
However,
traditional
THz
imaging
techniques
are
constrained
by
long
wavelength
slow
speeds
due
to
raster
scanning.
Single‐pixel
offers
a
high‐throughput,
high‐resolution
alternative,
yet
the
performance
of
spatial
light
modulators
(SLMs)
remains
limited
trade‐off
between
modulation
depth
rate.
Here,
polymer‐silicon
heterostructure
is
proposed
as
SLM
using
continuous‐wave
(CW)
optical
illumination.
The
organic‐semiconductor
interface
promotes
photo‐generated
carrier
accumulation,
while
thickness
silicon
substrate
influences
whole
effective
lifetime.
design
enables
with
both
high
fast
rate,
ideal
single‐pixel
imaging.
A
video‐rate
super‐resolution
demonstrated
CW
source.
dependence
quality
on
pump
power
switch
rate
digital
micromirror
devices
investigated,
which
demonstrates
that
speed
contrast
not
lifetime
silicon,
rather
than
hardware
devices.
In
addition,
water
content
micro‐fluidic
chip
tracked,
highlighting
potential
bioanalysis
biomedical
applications.