The Role of Lightweight AI Models in Supporting a Sustainable Transition to Renewable Energy: A Systematic Review
Energies,
Journal Year:
2025,
Volume and Issue:
18(5), P. 1192 - 1192
Published: Feb. 28, 2025
The
transition
from
fossil
fuels
to
renewable
energy
(RE)
sources
is
an
essential
step
in
mitigating
climate
change
and
ensuring
environmental
sustainability.
However,
large-scale
deployment
of
renewables
accompanied
by
new
challenges,
including
the
growing
demand
for
rare-earth
elements,
need
recycling
end-of-life
equipment,
rising
footprint
digital
tools—particularly
artificial
intelligence
(AI)
models.
This
systematic
review,
following
Preferred
Reporting
Items
Systematic
Reviews
Meta-Analyses
(PRISMA)
guidelines,
explores
how
lightweight,
distilled
AI
models
can
alleviate
computational
burdens
while
supporting
critical
applications
systems.
We
examined
empirical
conceptual
studies
published
between
2010
2024
that
address
energy,
circular
economy
paradigm,
model
distillation
low-energy
techniques.
Our
findings
indicate
adopting
significantly
reduce
consumption
data
processing,
enhance
grid
optimization,
support
sustainable
resource
management
across
lifecycle
infrastructures.
review
concludes
highlighting
opportunities
challenges
policymakers,
researchers,
industry
stakeholders
aiming
integrate
principles
into
RE
strategies,
emphasizing
urgent
collaborative
solutions
incentivized
policies
encourage
low-footprint
innovation.
Language: Английский
Smart Microneedles in Biomedical Engineering: Harnessing Stimuli‐Responsive Polymers for Novel Applications
Farangis Shahi,
No information about this author
Hana Afshar,
No information about this author
Elmuez A. Dawi
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et al.
Polymers for Advanced Technologies,
Journal Year:
2024,
Volume and Issue:
35(12)
Published: Dec. 1, 2024
ABSTRACT
This
review
aims
to
provide
a
comprehensive
analysis
of
recent
advancements
in
smart
microneedles
(MNs)
within
the
biomedical
field,
focusing
on
integration
stimuli‐responsive
polymers
for
enhanced
therapeutic
and
diagnostic
applications.
Conventional
drug
delivery
methods
are
known
face
limitations
precision,
safety,
patient
compliance,
which
can
be
addressed
by
innovative
features
MNs.
Through
use
various
polymers,
these
MNs
have
been
designed
react
environmental
or
physiological
cues,
allowing
on‐demand
release,
biomarker
sensing,
localized
interventions.
Fundamental
materials
used
fabrication
MNs,
including
metals,
composite
hydrogels,
reviewed,
different
categories
stimuli‐responsiveness,
such
as
photo,
electro,
thermal,
mechanical,
biochemical,
explored.
Application‐specific
designs
areas
delivery,
cancer
therapy,
diabetes
management,
skin
disease
treatments
also
examined.
this
discussion,
it
is
highlighted
that
poised
play
significant
role
advancing
personalized
noninvasive
medical
treatments.
Language: Английский
Pre-twisted carbon fibers reinforced polymer composites and the unique clockwise and counterclockwise torsion behaviors
Hao Yu,
No information about this author
Jiajia Dai,
No information about this author
Chi Zhang
No information about this author
et al.
Carbon,
Journal Year:
2025,
Volume and Issue:
unknown, P. 120104 - 120104
Published: Feb. 1, 2025
Language: Английский
Recent Advances in Biomedical Applications of MXene‐Integrated Electrospun Fibers: A Review
Ali Hamzehlouy,
No information about this author
Sara Zarei,
No information about this author
Razhan Salah Othman
No information about this author
et al.
Polymers for Advanced Technologies,
Journal Year:
2025,
Volume and Issue:
36(2)
Published: Feb. 1, 2025
ABSTRACT
The
integration
of
MXenes
into
electrospun
fibers
represents
a
significant
leap
forward
in
advancing
biomedical
applications.
This
review
delves
the
synergistic
combination
and
fibers,
highlighting
their
multifaceted
capabilities
tissue
engineering,
drug
delivery,
antimicrobial
activity,
cancer
therapy,
biosensing.
Exceptional
properties
MXene,
including
electrical
conductivity,
hydrophilicity,
mechanical
robustness,
surface
tunability,
offer
unique
advantages
when
incorporated
nanofibrous
scaffolds.
By
enhancing
strength,
promoting
cellular
interactions,
enabling
targeted
therapeutic
functions,
MXene‐based
demonstrate
immense
potential
addressing
critical
challenges
biomedicine.
provides
comprehensive
overview
recent
advances
MXene
synthesis,
incorporation
matrices,
applications,
while
also
identifying
future
directions
this
emerging
field.
Language: Английский
Recent Advances in Multifunctional Naturally Derived Bioadhesives for Tissue Engineering and Wound Management
Polymers for Advanced Technologies,
Journal Year:
2024,
Volume and Issue:
35(12)
Published: Dec. 1, 2024
ABSTRACT
Recent
advancements
in
naturally
derived
bioadhesives
have
transformed
their
application
across
diverse
medical
fields,
including
tissue
engineering,
wound
management,
and
surgery.
This
review
focuses
on
the
innovative
development
multifunctional
nature
of
these
bioadhesives,
particularly
emphasizing
role
enhancing
adhesion
performance
wet
environments
optimizing
mechanical
properties
for
use
dynamic
tissues.
Key
areas
covered
include
chemical
physical
mechanisms
adhesion,
incorporation
multi‐adhesion
strategies
that
combine
covalent
non‐covalent
bonding,
bioinspired
designs
mimicking
natural
adhesives
such
as
those
barnacles
mussels.
Additionally,
discusses
emerging
applications
regeneration
musculoskeletal,
cardiac,
neural,
ocular
tissues,
highlighting
potential
bioadhesive‐based
therapies
complex
biological
settings.
Despite
substantial
progress,
challenges
scaling
lab‐based
innovations
clinical
overcoming
environmental
constraints
remain
critical.
Ongoing
research
bioadhesive
technologies
aims
to
bridge
gaps,
promising
significant
improvements
tailored
therapeutic
needs.
Language: Английский
Emerging Applications of Smart Hydrogel Nanocomposites in 3D Printing
Mohammad Heidari,
No information about this author
Farangis Shahi,
No information about this author
Hana Afshar
No information about this author
et al.
Polymers for Advanced Technologies,
Journal Year:
2024,
Volume and Issue:
35(12)
Published: Dec. 1, 2024
ABSTRACT
This
review
provides
a
comprehensive
overview
of
the
emerging
applications
stimuli‐responsive
hydrogels
in
3D
printing,
emphasizing
their
transformative
potential
creating
adaptive
and
multifunctional
structures.
Stimuli‐responsive
hydrogels,
including
magneto‐,
thermo‐,
pH‐,
moisture‐,
solvent‐,
photo‐responsive
varieties,
have
gained
significant
attention
due
to
ability
undergo
dynamic
changes
response
specific
environmental
stimuli.
The
begins
by
exploring
fundamental
characteristics
fabrication
methods
used
additive
manufacturing,
highlighting
exceptional
adaptability
programmability.
It
then
delves
into
various
across
diverse
fields,
soft
robotics,
tissue
engineering,
drug
delivery
systems,
wearable
electronics,
food
technology,
electromagnetic
interference
shielding,
anti‐counterfeiting
technologies.
By
integrating
latest
advancements
printing
techniques,
this
aims
offer
insights
how
are
enabling
development
innovative,
intelligent,
environmentally
responsive
systems.
future
perspectives
section
discusses
challenges
opportunities
for
advancing
use
suggesting
directions
research
that
could
push
boundaries
functional
materials
programmable
Language: Английский
Recent Advances in Potential Biomedical Applications of MXene‐Based Hydrogels
Polymers for Advanced Technologies,
Journal Year:
2024,
Volume and Issue:
35(12)
Published: Nov. 29, 2024
ABSTRACT
MXene‐based
hydrogels
represent
a
significant
advancement
in
biomedical
material
science,
leveraging
the
unique
properties
of
2D
MXenes
and
versatile
functionality
hydrogels.
This
review
discusses
recent
developments
integration
into
hydrogel
matrices,
focusing
on
their
applications
such
as
wound
healing,
drug
delivery,
antimicrobial
activity,
tissue
engineering,
biosensing.
MXenes,
due
to
remarkable
electrical
conductivity,
mechanical
robustness,
tunable
surface
chemistry,
enhance
properties,
responsiveness
environmental
stimuli.
Specifically,
have
shown
great
promise
accelerating
healing
through
photothermal
effects,
delivering
drugs
controlled
manner,
serving
antibacterial
agents.
Their
also
enables
targeted
cancer
therapies,
including
chemodynamic
facilitated
by
high
conductivity
properties.
Despite
promising
progress,
challenges
ensuring
biocompatibility
optimizing
synthesis
for
large‐scale
production
remain.
aims
provide
comprehensive
overview
current
state
applications,
highlighting
ongoing
advancements
potential
future
directions
these
multifunctional
materials.
Language: Английский
Advanced Drug Delivery Systems for Topical Insulin in Diabetic Wound Healing
Sheida Barkhordari,
No information about this author
Farangis Shahi,
No information about this author
Hossein Ali Khonakdar
No information about this author
et al.
ChemistrySelect,
Journal Year:
2024,
Volume and Issue:
9(44)
Published: Nov. 1, 2024
Abstract
Diabetes
mellitus
is
a
chronic
condition
characterized
by
impaired
insulin
production
or
utilization,
leading
to
serious
complications
such
as
diabetic
foot
ulcers
(DFUs).
DFUs
are
wounds
with
high
levels
of
inflammatory
cytokines,
arterial
occlusion,
and
persistent
infection,
often
resulting
in
significant
morbidity.
Traditional
treatment
methods,
including
debridement,
offloading,
infection
control,
have
shown
limited
success,
prompting
the
exploration
novel
therapeutic
strategies.
Insulin,
known
for
its
role
glucose
metabolism,
also
possesses
wound‐healing
properties
promoting
cell
proliferation,
protein
synthesis,
modulating
inflammation.
However,
systemic
administration
not
ideal
due
hypoglycemia
risks
difficulties
achieving
concentrations
at
wound
sites.
This
review
focuses
on
advanced
drug
delivery
systems
topical
application
dressings.
Various
platforms,
hydrogels,
nanoparticles,
liposomes,
microemulsions
been
developed
optimize
bioavailability,
protect
it
from
degradation,
ensure
controlled
release.
These
aim
enhance
management
addressing
multifactorial
nature
healing
patients.
The
provides
comprehensive
overview
current
advancements,
evaluates
efficacy
these
preclinical
clinical
studies,
discusses
challenges
future
perspectives
this
field.
By
highlighting
potential
innovative
approaches,
underscores
promise
improving
patient
outcomes.
Language: Английский