Journal of the American Chemical Society,
Год журнала:
2023,
Номер
145(37), С. 20289 - 20301
Опубликована: Сен. 7, 2023
Despite
the
large
number
of
studies
on
catalytic
hydrogenation
CO2
to
CO
and
hydrocarbons
by
metal
nanoparticles,
nature
active
sites
reaction
mechanism
have
remained
unresolved.
This
hampers
development
effective
catalysts
relevant
energy
storage.
By
investigating
structure
sensitivity
a
set
silica-supported
Ni
nanoparticle
(2-12
nm),
we
found
that
responsible
for
conversion
are
different
from
those
subsequent
CH4.
While
former
step
is
weakly
dependent
size,
latter
strongly
sensitive
with
particles
below
5
nm
losing
their
methanation
activity.
Operando
X-ray
diffraction
absorption
spectroscopy
results
showed
significant
oxidation
or
restructuring,
which
could
be
observed
differences
in
rates,
was
absent.
Instead,
decreased
activity
related
higher
selectivity
small
nanoparticles
linked
lower
availability
edges
dissociation.
infrared
coupled
(isotopic)
transient
experiments
revealed
dynamics
surface
species
during
demonstrated
direct
dissociation
followed
bonded
carbonyls
These
findings
provide
essential
insights
into
much
debated
reactions
key
knowledge-driven
design
highly
selective
catalysts.
Catalysis Science & Technology,
Год журнала:
2023,
Номер
13(8), С. 2566 - 2584
Опубликована: Янв. 1, 2023
This
review
takes
defect
chemistry
as
the
starting
point
and
improvement
of
material
properties
foothold,
puts
forward
insights
on
application,
limitation
prospect
engineering
in
modification
methane
combustion
catalysts.
Journal of the American Chemical Society,
Год журнала:
2023,
Номер
145(16), С. 8751 - 8756
Опубликована: Март 21, 2023
This
study
describes
an
instantaneously
gas-induced
dynamic
transition
of
industrial
Cu/ZnO/Al2O3
catalyst.
Cu/ZnO
clusters
become
"alive"
and
lead
to
a
promotion
in
reaction
rate
by
almost
one
magnitude,
response
the
variation
reactant
components.
The
promotional
changes
are
functions
either
CO2-to-CO
or
H2O-to-H2
ratio
which
determines
oxygen
chemical
potential
thus
drives
undergo
reconstruction
allows
maximum
formation
Cu-Zn2+
sites
for
CH3OH
synthesis.
npj Computational Materials,
Год журнала:
2023,
Номер
9(1)
Опубликована: Янв. 7, 2023
Abstract
Heterogeneous
catalysis
is
at
the
heart
of
chemistry.
New
theoretical
methods
based
on
machine
learning
(ML)
techniques
that
emerged
in
recent
years
provide
a
new
avenue
to
disclose
structures
and
reaction
complex
catalytic
systems.
Here
we
review
briefly
history
atomic
simulations
then
focus
trend
shifting
toward
ML
potential
calculations.
The
advanced
developed
by
our
group
are
outlined
illustrate
how
networks
can
be
resolved
using
combination
with
efficient
global
optimization
methods.
future
simulation
outlooked.
Journal of the American Chemical Society,
Год журнала:
2023,
Номер
145(37), С. 20289 - 20301
Опубликована: Сен. 7, 2023
Despite
the
large
number
of
studies
on
catalytic
hydrogenation
CO2
to
CO
and
hydrocarbons
by
metal
nanoparticles,
nature
active
sites
reaction
mechanism
have
remained
unresolved.
This
hampers
development
effective
catalysts
relevant
energy
storage.
By
investigating
structure
sensitivity
a
set
silica-supported
Ni
nanoparticle
(2-12
nm),
we
found
that
responsible
for
conversion
are
different
from
those
subsequent
CH4.
While
former
step
is
weakly
dependent
size,
latter
strongly
sensitive
with
particles
below
5
nm
losing
their
methanation
activity.
Operando
X-ray
diffraction
absorption
spectroscopy
results
showed
significant
oxidation
or
restructuring,
which
could
be
observed
differences
in
rates,
was
absent.
Instead,
decreased
activity
related
higher
selectivity
small
nanoparticles
linked
lower
availability
edges
dissociation.
infrared
coupled
(isotopic)
transient
experiments
revealed
dynamics
surface
species
during
demonstrated
direct
dissociation
followed
bonded
carbonyls
These
findings
provide
essential
insights
into
much
debated
reactions
key
knowledge-driven
design
highly
selective
catalysts.