The future of computational catalysis
Journal of Catalysis,
Journal Year:
2024,
Volume and Issue:
433, P. 115482 - 115482
Published: April 8, 2024
The
future
of
computational
heterogeneous
catalysis
is
shaped
by
machine
learning
in
two
different
but
equally
important
areas:
(i)
development
atomistic
potentials
that
closely
approximate
DFT
and
wavefunction
based
ab
initio
methods
(MP2,
CCSD(T)),
are
computationally
more
efficient,
(ii)
finding
structure
reactivity
descriptors
for
predicting
catalytic
materials
reactions.
Machine
Learning
Potentials
will
enable
improved
sampling
the
potential
energy
surface
(PES)
reaction
conditions,
they
not
do
better
than
data
on
which
trained.
Therefore,
this
perspective
focusses
ways
improving
quality
PES
beyond
generalized
gradient
approximation
(GGA)
climbing
Jacob's
ladder
functionals
up
to
RPA
using
such
as
MP2
CCSD(T).
It
problem
solving
close
collaboration
with
experiment
has
made
methodology
relevant
remains
an
aspect
science
catalysis.
Language: Английский
Revealing the Bro̷nsted Acidic Nature of Penta-Coordinated Aluminum Species in Dealuminated Zeolite Y with Solid-State NMR Spectroscopy
Mingji Zheng,
No information about this author
Qiang Wang,
No information about this author
Yueying Chu
No information about this author
et al.
Journal of the American Chemical Society,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 19, 2024
The
inevitable
dealumination
process
of
zeolite
Y
is
closely
related
to
ultrastabilization,
enhanced
Bro̷nsted
acidity,
and
deactivation
throughout
its
life
cycle,
producing
complex
aluminum
acidic
hydroxyl
species.
Most
investigations
on
dehydrated
zeolites
have
focused
the
acidity
tetra-coordinated
Al
(Al(IV))
Lewis
associated
with
tricoordinated
(Al(III))
sites,
which
has
left
penta-coordinated
(Al(V))
in
dealuminated
scarcely
discussed.
This
largely
due
oversimplified
view
detectable
Al(V)
as
an
exclusively
extra-framework
species
acidity.
Here
we
report
formation
(Al(V)-BAS)
process.
Two-dimensional
(2D)
through-bond
multiquantum
Language: Английский
Enhancing the Acidity Window of Zeolites by Low-Temperature Template Oxidation with Ozone
Journal of the American Chemical Society,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 19, 2024
Revisiting
the
impact
of
first
and
often
deemed
trivial
postsynthetic
step,
i.e.,
a
high-temperature
oxidative
calcination
to
remove
organic
templates,
increases
our
understanding
thermal
acid
site
evolution
Al
distributions.
An
unprecedented
degree
control
over
acidity
high-silica
zeolites
(SSZ-13)
was
achieved
by
using
low-temperature
ozonation
approach.
Fourier
transform
infrared
spectroscopy
adsorbed
probe
molecules
solid-state
NMR
reveal
complexity
sites.
Low-temperature
activated
(ozonated)
maintain
original
Brønsted
content
high
defect
have
virtually
no
Lewis
acidity.
They
also
preserve
"as-made"
distribution
after
crystallization
show
clear
link
between
synthesis
conditions
divalent
cation
capacity,
as
measured
with
aqueous
cobalt
ion
uptake.
The
protocol
is
found
be
main
contributor
proximity,
yielding
record
exchange
capacity
when
ozonated.
After
conventional
at
500-600
°C,
however,
presence
water
leads
gradual
depletion
sites,
in
particular,
small
crystals.
This
work
indicates
that
followed
activation
different
temperatures
can
used
novel
tool
for
tuning
amount
nature
providing
insights
into
activity
acid-catalyzed
reactions,
such
CO
Language: Английский
The Paradoxical Influence of Hydrothermally Treated Zeolites on the Hydrocarbon Pool Mechanism
Angewandte Chemie,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 23, 2024
Abstract
Understanding
the
mechanistic
intricacies
of
hydrothermally
treated
zeolite
is
crucial
for
valorizing
any
oxygen‐containing
renewable
feedstocks
(e.
g.,
methanol,
carbon
dioxide,
biomass).
Additionally,
regeneration
deactivated
catalysts
under
oxidative
conditions,
akin
to
hydrothermal
treatment,
essential
in
industrial
processes.
While
research
this
area
has
predominantly
focused
on
characterizing
steaming‐induced
physicochemical
changes
zeolite,
their
ultimate
impact
organic
reaction
mechanism
governed
by
hydrocarbon
pool
dual‐cycle
remains
unclear.
To
bridge
knowledge
gap,
study
investigates
effect
steamed
during
industrially
significant
methanol‐to‐hydrocarbons
process.
We
achieved
objective
strategically
integrating
catalytic
and
control
experiments
over
pristine
zeolites
advanced
characterization,
including
operando
XRD
structural
refinement,
using
“mobility‐dependent”
solid‐state
NMR
spectroscopy.
This
multimodal
characterization
approach
was
instrumental
elucidating
elusive
information
mechanism,
shedding
light
phenomena
such
as
unchanged
ethylene
selectivity
despite
decreasing
aromatics
selectivity,
while
could
solely
be
derived
from
arene‐based
intermediates.
improve
process
efficiency
catalysis
connecting
mechanisms
with
inorganic
material
aspects.
Language: Английский
Adsorption of 5-fluorouracil, an anticancer drug, in faujasite-type zeolites: Understanding storage and release with density functional theory calculations
CrystEngComm,
Journal Year:
2024,
Volume and Issue:
26(28), P. 3795 - 3807
Published: Jan. 1, 2024
The
adsorption
of
5-fluorouracil
(5-FU)
in
zeolites
is
investigated
with
dispersion-corrected
DFT
calculations,
emphasis
on
the
stabilising
role
“multi-site”
interactions
and
behaviour
adsorbed
5-FU
presence
water.
Language: Английский
Role of coupling and zeolite acidity in the methanol-mediated CO2 conversion to olefins over ZnZrOx-AEI zeolite tandem catalysis
Journal of Catalysis,
Journal Year:
2024,
Volume and Issue:
unknown, P. 115927 - 115927
Published: Dec. 1, 2024
Language: Английский
Influence of binder selection on the catalytic performance of zeolite-based bifunctional catalysts for biomass catalysis
Jinfei Lu,
No information about this author
Shao‐Hua Wang,
No information about this author
Yanheng Hao
No information about this author
et al.
Catalysis Communications,
Journal Year:
2024,
Volume and Issue:
187, P. 106892 - 106892
Published: Feb. 1, 2024
The
impact
of
binder
selection
on
catalytic
performance
real
catalyst
extrudates
is
still
limitedly
shown
in
biomass
catalysis.
Herein,
we
have
prepared
two
zeolite-based
bifunctional
(Ni/LaY-Al2O3
and
Ni/LaY-SiO2).
Compared
with
Ni/LaY-Al2O3,
Ni/LaY-SiO2
shows
a
markedly
enhanced
durability
sustained
for
936
h
the
continuous
liquid-phase
hydrogenation
γ-valerolactone
into
methyl
pentanoate.
Complementary
characterization
studies
reveal
that
choosing
SiO2
as
could
efficiently
mitigate
metal
agglomeration,
coke
formation
support
dealumination
during
These
findings
showcase
essential
development
industrial-level
catalysts
valorization.
Language: Английский