Advanced Energy and Sustainability Research,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Dec. 30, 2024
Metal‐organic
frameworks
(MOFs)
have
emerged
as
key
materials
for
carbon
capture
and
conversion,
particularly
in
photocatalytic
CO
2
reduction.
However,
inconsistent
reporting
of
essential
parameters
the
literature
hinders
informed
decisions
about
material
selection
optimization.
This
perspective
highlights
need
a
user‐friendly,
centralized
database
supported
by
automated
data
extraction
using
natural
language
processing
tools
to
streamline
comparisons
MOF
materials.
By
consolidating
crucial
from
scientific
literature,
such
promotes
efficient
decision‐making
utilization.
Emphasizing
significance
open‐source
initiatives
principles
FAIR
data—ensuring
are
Findable,
Accessible,
Interoperable,
Reusable—a
collaborative
approach
management
sharing
is
advocated
for.
Making
database‐accessible
worldwide
enhances
quality
reliability,
fostering
innovation
progress
conversion
Additionally,
databases
valuable
creating
artificial
intelligence
assist
researchers
discovery
synthesis
conversion.
Nanoscale,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 1, 2025
Metal–organic
frameworks
(MOFs)
are
promising
materials
for
hydrogen
(H
2
)
storage
due
to
their
versatile
structures,
high
surface
areas
and
substantial
pore
volumes.
Advanced Materials,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 7, 2025
Even
if
MOFs
are
recently
developed
for
large-scale
applications,
the
road
to
applications
of
is
long
and
rocky.
This
requires
overcome
challenges
associated
with
phase
discovery,
synthesis
optimization,
basic
advanced
characterization,
computational
studies.
Lab-scale
results
need
be
transferred
processes,
which
often
not
trivial,
life-cycle
analyses
techno-economic
performed
realistically
assess
their
potential
industrial
relevance.
Based
on
experience
in
field
stable,
functional
combining
synthesis,
modeling,
this
mini-review
gives
recommendations
especially
non-specialists,
example,
from
chemical
engineers
medical
doctors,
accelerate
facilitate
knowledge
transfer
will
ultimately
lead
application
MOFs.
The
include
reporting
characterization
data
as
well
standardization
detailed
information
required
mining
machine
learning
techniques,
increasingly
used
discovery
new
materials
analysis.
Once
a
suitable
MOF
identified
its
key
properties
determined,
translational
studies
shall
finally
carried
out
collaboration
end-users
validate
performance
under
real
conditions
allow
understanding
processes
involved.
Small Methods,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 3, 2025
Abstract
Cucurbit[
n
]urils
(abbreviated
as
Q[
]s
or
CB[
]s)
are
synthesized
through
the
condensation
of
formaldehyde
and
glycoluril
in
a
hydrochloric
acid
environment.
These
molecules
exhibit
three
distinctive
properties
concerning
their
charge
distribution:
neutral
internal
cavity,
positively
charged
outer
surface,
negatively
portal
carbonyl
oxygen
atoms.
unique
characteristics
facilitate
formation
supramolecular
frameworks
with
range
anions
metal
polyanions.
The
primary
focus
this
review
is
on
creation
anion‐induced
]‐based
self‐assemblies
exploring
potential
applications
ion
sequestration
release,
gas
adsorption,
well
development
fluorescence
probes.
Additionally,
concise
current
research
compounds
provided,
aiming
to
stimulate
future
advancements
field
innovative
framework
materials.
Physical Chemistry Chemical Physics,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 1, 2025
The
presented
multimodal
transformer
networks
quantitatively
reproduce
experimental
proton
conductivity
and
the
underlying
conduction
mechanism
provide
predictive
uncertainty
estimates.
Small Methods,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 14, 2025
Abstract
Metal–organic
frameworks,
which
are
the
desired
candidates
for
biosensing
application
due
to
their
tunable
properties,
significantly
hindered
by
rapid
degradation
in
aqueous
solutions,
as
well
loss
of
inherent
fluorescence.
Most
studies
aim
improve
hydrophobicity
materials
modifying
contact
angle,
thereby
enhancing
water
stability.
However,
droplets
poorly
adhere
surface
hydrophobic
materials,
limiting
direct
and
detection
environments.
Drawing
inspiration
from
sacrificial
protection
mechanism
butterfly
wings
used
evade
predation
entanglement,
a
universal
approach
is
successfully
developed
protect
water‐sensitive
MIL‐MOFs
molecule
attack
while
preserving
good
hydrophilicity.
Using
organic
ligand
2,2′‐bipyridine‐5,5′‐dicarboxylic
acid
(bpydc)
scales,
MIL‐125‐NH
2
‐bpydc
demonstrated
broad
pH
structural
stability
(pH
2–12)
fluorescence
increased
10.17
time
achieving
highest
performance
MILMOFs.
The
biocompatible
enabling
it
perform
long‐term
imaging
living
cells
zebrafish,
further
detecting
hydrogen
sulfide
(H
S)
biological
systems
via
turn‐on
emission.
This
study
offers
novel
sacrifice‐protection
strategy
design
development
luminescent
MOFs
tailored
applications.
