Journal of Materials Chemistry A,
Journal Year:
2023,
Volume and Issue:
11(24), P. 12902 - 12909
Published: Jan. 1, 2023
A
pore-nanospace-engineering
strategy
has
been
developed
to
construct
a
series
of
UiO-66-type
Zr-MOFs
by
introducing
different
aromatic
linkers.
UiO-66-Naph
exhibits
the
best
C
2
H
6
/C
3
8
light
hydrocarbon
separation
performance
from
CH
4
.
Advanced Functional Materials,
Journal Year:
2023,
Volume and Issue:
33(38)
Published: May 26, 2023
Abstract
Metal–organic
frameworks
(MOFs)
are
highly
versatile
materials
that
have
been
identified
as
promising
candidates
for
membrane‐based
gas
separation
applications
due
to
their
uniformly
narrow
pore
windows
and
virtually
unlimited
structural
chemical
features.
Defect
engineering
of
MOFs
has
opened
new
opportunities
manipulating
MOF
structures,
providing
a
simple
yet
efficient
approach
enhancing
membrane
separation.
However,
the
utilization
this
strategy
tailor
microstructures
enhance
performance
is
still
in
its
infancy.
Thus,
summary
aims
provide
guideline
tailoring
defective
MOF‐based
membranes.
Recent
developments
defect
membranes
will
be
discussed,
including
synthesis
strategies
MOFs,
effects
defects
on
adsorption
properties,
transport
mechanisms,
recently
reported
Furthermore,
emerging
challenges
future
prospects
outlined.
Overall,
offers
an
exciting
opportunity
improve
there
long
way
go
fully
understand
influence
properties
optimize
design
specific
applications.
Nonetheless,
continued
research
field
holds
great
promise
development
next‐generation
technologies.
Journal of Materials Chemistry B,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Jan. 1, 2024
Luminescent
NiMOF
demonstrated
remarkable
capabilities
in
efficient,
sensitive
and
intelligent
detection
of
3-NT
biomarker
6-PTU
thyroid
drug
urine
through
luminescence
quenching
effects.
Advanced Materials,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 28, 2025
Abstract
Flexible
metal–organic
frameworks
(MOFs)
offer
unique
opportunities
due
to
their
dynamic
structural
adaptability.
This
review
explores
the
impact
of
flexibility
on
gas
adsorption,
highlighting
key
concepts
for
storage
and
separation.
Specific
examples
demonstrate
principal
effectiveness
flexible
in
enhancing
uptake
working
capacity.
Additionally,
mixed
adsorption
separation
mixtures
are
reviewed,
showcasing
potential
selective
The
also
discusses
critical
role
single
isotherms
analysis
conditions
designing
experiments.
Advanced
combined
characterization
techniques
crucial
understanding
behavior
MOFs,
including
monitoring
phase
transitions,
framework–guest
guest–guest
interactions.
Key
challenges
practical
application
adsorbents
addressed,
such
as
kinetics
switching,
volume
change,
crystal
damage
during
transitions.
Furthermore,
effects
additives
shaping
“slipping
off
effect”
discussed.
Finally,
benefits
transitions
beyond
improved
capacity
selectivity
outlined,
with
a
particular
focus
advantages
intrinsic
thermal
management.
highlights
using
MOFs
technologies,
offering
insights
future
research
application.
Advanced Science,
Journal Year:
2023,
Volume and Issue:
10(21)
Published: May 11, 2023
Abstract
For
gas
separation
and
catalysis
by
metal‐organic
frameworks
(MOFs),
diffusion
has
a
substantial
impact
on
the
process'
overall
rate,
so
it
is
necessary
to
determine
molecular
behavior
within
MOFs.
In
this
study,
an
interpretable
machine
learing
(ML)
model,
light
gradient
boosting
(LGBM),
trained
predict
diffusivity
selectivity
of
9
gases
(Kr,
Xe,
CH
4
,
N
2
H
S,
O
CO
He).
these
gases,
LGBM
displays
high
accuracy
(average
R
=
0.962)
superior
extrapolation
for
C
6
.
And
model
calculation
five
orders
magnitude
faster
than
dynamics
(MD)
simulations.
Subsequently,
using
interactive
desktop
application
developed
that
can
help
researchers
quickly
accurately
calculate
molecules
in
porous
crystal
materials.
Finally,
authors
find
difference
polarizability
(
ΔPol
)
key
factor
governing
combining
with
Shapley
additive
explanation
(SHAP).
By
ML,
optimal
MOFs
are
selected
separating
binary
mixtures
methanation.
This
work
provides
new
direction
exploring
structure‐property
relationships
realizing
rapid
diffusivity.