RSC Advances,
Год журнала:
2025,
Номер
15(10), С. 7844 - 7854
Опубликована: Янв. 1, 2025
Wearable
sensors
have
emerged
as
a
transformative
technology,
enabling
real-time
monitoring
and
advanced
functionality
in
various
fields,
including
healthcare,
human–machine
interaction,
environmental
sensing.
Nanomaterials,
Год журнала:
2024,
Номер
14(5), С. 447 - 447
Опубликована: Фев. 28, 2024
MXenes
have
received
worldwide
attention
across
various
scientific
and
technological
fields
since
the
first
report
of
synthesis
Ti3C2
nanostructures
in
2011.
The
unique
characteristics
MXenes,
such
as
superior
mechanical
strength
flexibility,
liquid-phase
processability,
tunable
surface
functionality,
high
electrical
conductivity,
ability
to
customize
their
properties,
led
widespread
development
exploration
applications
energy
storage,
electronics,
biomedicine,
catalysis,
environmental
technologies.
significant
growth
publications
related
over
past
decade
highlights
extensive
research
interest
this
material.
One
area
that
has
a
great
potential
for
improvement
through
integration
is
sensor
design.
Strain
sensors,
temperature
pressure
biosensors
(both
optical
electrochemical),
gas
pollution
sensors
targeted
at
volatile
organic
compounds
(VOCs)
could
all
gain
numerous
improvements
from
inclusion
MXenes.
This
delves
into
current
landscape,
exploring
advancements
MXene-based
chemo-sensor
technologies
examining
future
diverse
types.
ABSTRACT
Machine
learning
(ML),
material
genome,
and
big
data
approaches
are
highly
overlapped
in
their
strategies,
algorithms,
models.
They
can
target
various
definitions,
distributions,
correlations
of
concerned
physical
parameters
given
polymer
systems,
have
expanding
applications
as
a
new
paradigm
indispensable
to
conventional
ones.
Their
inherent
advantages
building
quantitative
multivariate
largely
enhanced
the
capability
scientific
understanding
discoveries,
thus
facilitating
mechanism
exploration,
prediction,
high‐throughput
screening,
optimization,
rational
inverse
designs.
This
article
summarizes
representative
progress
recent
two
decades
focusing
on
design,
preparation,
application,
sustainable
development
materials
based
exploration
key
composition–process–structure–property–performance
relationship.
The
integration
both
data‐driven
insights
through
ML
deepen
fundamental
discover
novel
is
categorically
presented.
Despite
construction
application
robust
models,
strategies
algorithms
deal
with
variant
tasks
science
still
rapid
growth.
challenges
prospects
then
We
believe
that
innovation
will
thrive
along
approaches,
from
efficient
design
applications.
ACS Nano,
Год журнала:
2023,
Номер
17(15), С. 14904 - 14915
Опубликована: Июль 27, 2023
Soft
capacitive
pressure
sensors
with
high
performance
are
becoming
increasingly
in
demand
the
emerging
flexible
wearable
field.
While
fiber
have
achieved
sensitivity,
their
sensitivity
range
is
limited
to
low-pressure
levels.
As
typically
require
preloading
and
fixation,
this
narrow
of
poses
a
challenge
for
practical
applications.
To
overcome
limitation,
study
proposes
resistive-capacitive
hybrid
response
(HFPSs)
three-layer
core–sheath
structures.
The
trigger
enhancement
mechanisms
determined
through
model
analysis
experimental
verification.
By
adjustment
response,
attenuation
HFPSs
alleviated
significantly.
obtained
results
demonstrate
that
excellent
characteristics
such
as
fast
low
hysteresis,
wide
frequency,
small
signal
drift,
good
durability.
enhances
various
With
enhanced
can
effectively
monitor
pulse
signals
at
preloads
ranging
from
0
22.7
kPa.
This
improves
fault
tolerance
monitoring
expands
potential
application
scenarios
sensors.
Polymers,
Год журнала:
2023,
Номер
15(20), С. 4159 - 4159
Опубликована: Окт. 19, 2023
Cellulose-based
conductive
materials
(CCMs)
have
emerged
as
a
promising
class
of
with
various
applications
in
energy
and
sensing.
This
review
provides
comprehensive
overview
the
synthesis
methods
properties
CCMs
their
batteries,
supercapacitors,
chemical
sensors,
biosensors,
mechanical
sensors.
Derived
from
renewable
resources,
cellulose
serves
scaffold
for
integrating
additives
such
carbon
nanotubes
(CNTs),
graphene,
metal
particles,
metal–organic
frameworks
(MOFs),
carbides
nitrides
transition
metals
(MXene),
polymers.
combination
results
excellent
electrical
conductivity
while
retaining
eco-friendliness
biocompatibility
cellulose.
In
field
storage,
show
great
potential
batteries
supercapacitors
due
to
high
surface
area,
strength,
tunable
chemistry,
porosity.
Their
flexibility
makes
them
ideal
wearable
flexible
electronics,
contributing
advances
portable
storage
electronic
integration
into
substrates.
addition,
play
key
role
sensing
applications.
allows
development
implantable
biosensors
biodegradable
environmental
sensors
meet
growing
demand
health
monitoring.
Looking
future,
this
emphasizes
need
scalable
synthetic
methods,
improved
thermal
properties,
exploration
novel
sources
modifications.
Continued
innovation
promises
revolutionize
sustainable
technologies,
providing
environmentally
friendly
solutions
pressing
global
challenges.
ACS Applied Nano Materials,
Год журнала:
2024,
Номер
7(2), С. 1664 - 1673
Опубликована: Янв. 17, 2024
Fiber
strain
sensors
are
emerging
as
a
focus
in
wearable
monitors
due
to
their
excellent
flexibility
and
weavability.
However,
compromise
of
the
detection
range
with
sensitivity
hysteresis
still
exists
current
fiber
sensors.
To
overcome
this
deficiency,
we
propose
sensor
by
using
liquid
metal
(LM)
carbon
nanofiber
(CNF)
composites
(LM/CNF)
elastic
sensitive
conductive
materials
dip-coating
it
on
polyurethane
thread
(PUT)
an
ultrasonic-assisted
method.
It
is
demonstrated
morphological
examination
that
there
"island-bridge"
like
network
LM/CNF
suspension
coated
PUT
technique.
The
good
sensitivities
wide
testified
(i.e.,
gauge
factors
(GFs)
14.8
±
0.5,
35.7
2.3,
73.7
3.9
ranges
0–110,
110–150,
150–220%,
respectively)
proven
be
contributed
entangled
LM
nanoparticles
CNF
microrods.
Meanwhile,
short
response
times
(304
26
ms
for
loading
20%
315
28
unloading)
low
also
manifested.
All
these
features
endow
LM/CNF-based
capability
simultaneously
monitor
human
health
state
body
movements;
great
potentiality
on-body
detections
respiration,
pulse,
voice,
joint
bending.
Finally,
its
conceptual
application
smart
glove
gesture
recognition
carried
out.
In
general,
work
manifests
may
practical
value
field
motion
detection.