Advanced Functional Materials,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 18, 2025
Abstract
Porous
carbon
materials
(PCMs)
have
long
played
key
roles
in
energy
storage
and
conversion
fields,
known
for
their
abundant
raw
materials,
tunable
pore
structures,
large
surface
area,
excellent
conductivity.
Despite
significant
progress,
there
remains
a
substantial
gap
between
the
precise
design
of
PCMs
full
utilization
unique
properties
developing
high‐performance
electrode
materials.
Herein,
this
review
systematically
comprehensively
introduces
from
traditional
synthesis,
machine
learning‐assisted
principles
to
applications.
Specifically,
preparation
methods
microporous,
mesoporous,
macroporous,
hierarchically
porous
are
thoroughly
summarized,
with
an
emphasis
on
structural
control
rules
formation
mechanisms.
It
also
highlights
advantages
alkali
metal‐ion
batteries,
metal–sulfur
supercapacitors,
electrocatalysis.
Insights
situ
operando
characterizations
provide
deep
understanding
correlation
structure
performance.
Finally,
current
challenges
future
directions
discussed,
emphasizing
need
further
advancements
meet
evolving
demands.
This
offers
valuable
guidance
rational
points
out
research
development.
Advanced Materials,
Journal Year:
2024,
Volume and Issue:
36(27)
Published: April 24, 2024
Abstract
Circulating
tumor
cells
(CTCs)
detection
presents
significant
advantages
in
diagnosing
liver
cancer
due
to
its
noninvasiveness,
real‐time
monitoring,
and
dynamic
tracking.
However,
the
clinical
application
of
CTCs‐based
diagnosis
is
largely
limited
by
challenges
capturing
low‐abundance
CTCs
within
a
complex
blood
environment
while
ensuring
them
alive.
Here,
an
ultrastrong
ligand,
l
‐histidine–
‐histidine
(HH),
specifically
targeting
sialylated
glycans
on
surface
CTCs,
designed.
Furthermore,
HH
integrated
into
cell‐imprinted
polymer,
constructing
hydrogel
with
precise
imprinting,
high
elasticity,
satisfactory
compatibility,
robust
anti‐interference
capacities.
These
features
endow
excellent
capture
efficiency
(>95%)
for
peripheral
blood,
as
well
ability
release
controllably
Clinical
tests
substantiate
accurate
differentiation
between
cancer,
cirrhosis,
healthy
groups
using
this
method.
The
remarkable
diagnostic
accuracy
(94%),
lossless
material
reversibility,
cost‐effectiveness
($6.68
per
sample)
make
HH‐based
potentially
revolutionary
technology
single‐cell
analysis.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Oct. 25, 2023
Abstract
In-memory
computing
is
an
attractive
alternative
for
handling
data-intensive
tasks
as
it
employs
parallel
processing
without
the
need
data
transfer.
Nevertheless,
necessitates
a
high-density
memory
array
to
effectively
manage
large
volumes.
Here,
we
present
stacked
ferroelectric
comprised
of
laterally
gated
field-effect
transistors
(LG-FeFETs).
The
interlocking
effect
α-In
2
Se
3
utilized
regulate
channel
conductance.
Our
study
examined
distinctive
characteristics
LG-FeFET,
such
notably
wide
window,
effective
switching,
long
retention
time
(over
×
10
4
seconds),
and
high
endurance
5
cycles).
This
device
also
well-suited
implementing
vertically
structures
because
decreasing
its
height
can
help
mitigate
challenges
associated
with
integration
process.
We
devised
3D
structure
using
LG-FeFET
verified
feasibility
by
performing
multiply-accumulate
(MAC)
operations
in
two-tier
configuration.
Advanced Energy Materials,
Journal Year:
2023,
Volume and Issue:
13(37)
Published: Aug. 6, 2023
Abstract
Atomically
precise
composite
site‐based
catalysts
with
new
electrocatalytic
synergistic
mechanisms
and
enhanced
activities
have
emerged
as
a
frontier
in
the
electrocatalysis
community.
This
topical
review
focuses
on
recent
research
advances
of
atomically
metal
sites‐based
electrocatalysts.
work
first
demonstrates
an
overview
configurations
sites,
including
discussion
advanced
methods
employed
for
understanding
sites.
The
then
provides
comprehensive
organization
previously
reported
methodologies
synthesizing
electrocatalysts
Representative
case
studies
are
provided,
starting
from
simple
one‐step
pyrolysis
strategy
to
species‐by‐species
multi‐step
strategy.
Based
preceding
discussions
catalyst
materials,
further
discusses
unique
raised
by
that
different
routine
single
species
systems
mainly
involve
oxygen
reduction
reaction,
evolution
hydrogen
nitrogen
carbon
dioxide
reaction.
themes
this
section
include
true
active
center
determination
sites
various
types
synergy
mechanisms.
Finally,
critical
unanswered
questions
remaining
challenges,
well
promising
underexplored
directions
identified.
Journal of Cleaner Production,
Journal Year:
2024,
Volume and Issue:
462, P. 142629 - 142629
Published: May 20, 2024
Due
to
the
ongoing
development
of
urban
infrastructure
and
higher
living
standards,
waste
glass
has
become
a
significant
component
municipal
solid
that
cannot
be
disregarded.
To
address
this
issue,
researchers
have
been
looking
for
sustainable
solutions
establish
Circular
Economy
best
practices
full
value
chain
products
made
glass,
particularly
from
high-quality
sheets.
Unfortunately,
most
is
either
dumped
in
landfills
or
recycled
an
open-loop
manner,
due
its
diverse
composition
low
volume.
However,
with
advent
Industry
4.0
5.0
technologies,
including
machine-to-machine
communication,
artificial
intelligence,
Internet
Things,
collaborative
robots,
dynamic
life
cycle
assessment,
advanced
remanufacturing
techniques,
it
could
now
possible
characterize
recover
end-of-life
sheets
like
chemically
strengthened
glasses,
e.g.
used
smartphone
screens,
real
time
smart
factories
use
other
high-tech
applications.
Such
can
economically
produce
on-demand
batch-size
1
products,
marking
fundamental
transition
conventional
recycling
methods
solution.
This
paper
delves
into
integration
technologies
research
potential
contributions
5.0,
addressing
societal
implications.
It
also
introduces
intelligent
method
assess
optimize
lifespan
screen
suggesting
reuse
solutions.
Frontiers in Chemistry,
Journal Year:
2024,
Volume and Issue:
12
Published: May 31, 2024
Artificial
intelligence
(AI)
has
recently
emerged
as
a
unique
developmental
influence
that
is
playing
an
important
role
in
the
development
of
medicine.
The
AI
medium
showing
potential
unprecedented
advancements
truth
and
efficiency.
intersection
to
revolutionize
drug
discovery.
However,
also
limitations
experts
should
be
aware
these
data
access
ethical
issues.
use
techniques
for
discovery
applications
increased
considerably
over
past
few
years,
including
combinatorial
QSAR
QSPR,
virtual
screening,
Virtual and Physical Prototyping,
Journal Year:
2023,
Volume and Issue:
18(1)
Published: Aug. 30, 2023
While
the
role
of
boron
(B)
has
been
thoroughly
clarified
in
titanium
(Ti)
castings,
microstructural
changes
triggered
additive
manufacturing
(AM)
are
still
subject
debate
literature.
Many
contributions
have
confirmed
B-induced
refinement
Ti-based
AM
parts.
The
formation
TiB
matrix
composites
(TMCs)
may
increase
strength.
In
some
cases,
B
also
promote
columnar-to-equiaxed
transition,
thus
mitigating
anisotropic
effects
associated
with
strong
epitaxial
growth
unidirectional
columnar
grains
typical
AM.
However,
as
critically
discussed
this
review,
pitfalls
remain.
Due
to
fast
cooling,
evolution
deviate
from
equilibrium,
leading
a
shift
Ti-B
eutectic
point
and
out-of-equilibrium
phases.
Additionally,
undermine
ductility
crack
propagation
resistance
parts,
which
calls
for
appropriate
remediation
strategies.
Advanced Energy Materials,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 8, 2025
Abstract
The
precise
determination
of
ionization
energy
(IE)
and
electron
affinity
(EA)
is
crucial
for
the
development
optimization
organic
semiconductors
(OSCs).
These
parameters
directly
impact
performance
electronic
devices.
Experimental
techniques
to
measure
IE
EA,
such
as
UV
photoelectron
spectroscopy
(UPS)
low‐energy
inverse
(LE‐IPES),
are
accurate
but
resource‐intensive
limited
by
their
availability.
Computational
approaches,
while
beneficial,
often
rely
on
gas‐phase
calculations
that
fail
capture
solid‐state
phenomena,
leading
discrepancies
in
practical
applications.
In
this
work,
machine
learning
methods
used
develop
a
chained
model
estimating
EA
values.
By
implementing
transfer
strategy,
challenge
experimental
data
effectively
addressed,
utilizing
large
database
intermediate
properties
enhance
training.
efficacy
demonstrated
through
its
achieving
mean
absolute
errors
0.13
0.14
eV
respectively.
has
also
been
tested
an
external
validation
dataset
comprising
newly
measured
molecules.
findings
highlight
potential
OSC
research,
significantly
enhancing
property
accessibility
accelerating
molecular
design
discovery.
ACS Nano,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 12, 2025
Copper
(Cu)
is
currently
the
dominant
interconnect
material
in
back-end-of-line
processes
due
to
its
low
bulk
resistivity
(ρ0).
Unfortunately,
increases
significantly
at
small
dimensions
a
long
electron
mean
free
path
(EMFP,
λ)
of
39
nm,
which
leads
enhanced
scattering
grain
boundaries
and
surfaces,
thereby
limiting
high-density
integration.
In
this
study,
we
demonstrate
that
single-phase
hexagonal-close-packed
(HCP)
nickel–cobalt
(NiCo)
alloy
thin
films
exhibit
reduced
size
effect,
outperforming
Cu
for
thicknesses
below
8
nm
(19.83
μΩ·cm
4.9
nm).
First-principles
calculations
predicted
lower
ρ0·λ
5.68
×
10–16
Ω
m2
HCP
NiCo
(xx)
than
(6.73
m2),
significant
contribution
from
short
EMFP
approximately
5
alloy.
To
date,
growth
film
had
not
been
achieved,
as
both
face-centered-cubic
(FCC)
phases
coexist
Co
concentration
50–80
atom
%.
However,
were
successfully
grown
by
using
an
seed
layer,
lattice
mismatch
with
sapphire
(0001)
substrate.
Moreover,
can
be
dry
etched,
providing
advantage
device
fabrication,
since
it
does
require
damascene
process
unlike
Cu.
The
also
exhibited
high
thermal
stability
above
500
°C.
Therefore,
considered
promising
alternative
overcome
scaling
limitations
interconnects.