Accounts of Materials Research,
Journal Year:
2022,
Volume and Issue:
3(9), P. 986 - 995
Published: Aug. 11, 2022
ConspectusSingle-atom
catalysis
(SAC)
is
a
fascinating
and
rapidly
growing
field
in
heterogeneous
catalysis.
In
less
than
20
years,
this
has
become
one
of
the
most
widely
investigated
subjects
by
catalytic
community
for
various
good
reasons:
ability
to
synthesize
active
catalysts
using
minimum
amount
precious
metals,
expected
higher
selectivity
SACs
compared
assemblies
nanoparticles
variable
sizes,
fact
that
represent
bridge
between
homogeneous
The
relative
simplicity
SAC
structures
classical
based
on
supported
metal
stimulated
an
intense
simulation
activity
aimed
at
predicting
new
potential
from
first
principles,
often
machine
learning
algorithms.
This
very
ambitious
objective
ultimately
represents
final
goal
every
modeling
activity:
possibility
provide
realistic
predictions
material
properties
reactivity.
However,
main
reasons
theory
useful
remains
interpretation
analysis
experimental
results,
with
no
crucial
understanding
basic
principles
determine
certain
functionality
or
combination
advanced
characterization
techniques
theoretical
calculations
can
general
conceptual
framework
better
understand
structure–function
relationships.
Account,
we
will
address
aspect
trying
answers
some
fundamental
questions
related
structure,
stability,
SACs.
We
start
addressing
question
arises
time
synthesized:
where
are
atoms?
What
their
coordination
mode
support?
Once
have
shown
how
point,
move
next
question:
do
single
atoms
stay
put?
How
does
chemical
environment
depend
preparation
reaction
conditions?
Next,
analyze
importance
full
mechanism
predict
SACs,
due
analogy
compounds,
form
intermediates
not
exist
surface
electrodes.
formation
these
influence
kinetics
process
must
be
considered
simulation.
Finally,
briefly
more
compare
corresponding
hand
molecular
complexes
other?
message
answer
take
advantage
quantum
modeling,
results
should
continuously
verified
data
cross-fertilization
beneficial
both
sides.
Nature Communications,
Journal Year:
2024,
Volume and Issue:
15(1)
Published: Nov. 21, 2024
Significant
efforts
have
been
devoted
to
investigating
the
oxidation
of
MXenes
in
various
environments.
However,
underlying
mechanism
MXene
and
its
dependence
on
electrode
potential
remain
poorly
understood.
Here
we
show
behavior
under
working
conditions
electrochemical
processes
terms
kinetics
thermodynamics
by
using
constant-potential
ab
initio
simulations.
The
theoretical
results
indicate
that
effects
can
be
attributed
nucleophilic
attack
water
molecules
metal
atoms,
similar
taking
place
Oxygen
Evolution
Reaction.
Building
upon
these
findings,
deduced
common
MXenes,
proposed
antioxidant
strategies
for
MXene.
Finally,
demonstrated
MBenes,
boron
analogs
may
undergo
a
inferred
molecule-induced
Walden
inversion
is
widely
present
material
reconstructions.
This
work
contributes
fundamental
understanding
stability
at
atomic
level,
promotes
transition
materials
discovery
from
trial-and-error
synthesis
rational
design.
are
two-dimensional
with
promising
applications,
but
their
mechanisms
Here,
authors
use
simulations
investigate
how
influenced
potential.
Accounts of Materials Research,
Journal Year:
2022,
Volume and Issue:
3(9), P. 986 - 995
Published: Aug. 11, 2022
ConspectusSingle-atom
catalysis
(SAC)
is
a
fascinating
and
rapidly
growing
field
in
heterogeneous
catalysis.
In
less
than
20
years,
this
has
become
one
of
the
most
widely
investigated
subjects
by
catalytic
community
for
various
good
reasons:
ability
to
synthesize
active
catalysts
using
minimum
amount
precious
metals,
expected
higher
selectivity
SACs
compared
assemblies
nanoparticles
variable
sizes,
fact
that
represent
bridge
between
homogeneous
The
relative
simplicity
SAC
structures
classical
based
on
supported
metal
stimulated
an
intense
simulation
activity
aimed
at
predicting
new
potential
from
first
principles,
often
machine
learning
algorithms.
This
very
ambitious
objective
ultimately
represents
final
goal
every
modeling
activity:
possibility
provide
realistic
predictions
material
properties
reactivity.
However,
main
reasons
theory
useful
remains
interpretation
analysis
experimental
results,
with
no
crucial
understanding
basic
principles
determine
certain
functionality
or
combination
advanced
characterization
techniques
theoretical
calculations
can
general
conceptual
framework
better
understand
structure–function
relationships.
Account,
we
will
address
aspect
trying
answers
some
fundamental
questions
related
structure,
stability,
SACs.
We
start
addressing
question
arises
time
synthesized:
where
are
atoms?
What
their
coordination
mode
support?
Once
have
shown
how
point,
move
next
question:
do
single
atoms
stay
put?
How
does
chemical
environment
depend
preparation
reaction
conditions?
Next,
analyze
importance
full
mechanism
predict
SACs,
due
analogy
compounds,
form
intermediates
not
exist
surface
electrodes.
formation
these
influence
kinetics
process
must
be
considered
simulation.
Finally,
briefly
more
compare
corresponding
hand
molecular
complexes
other?
message
answer
take
advantage
quantum
modeling,
results
should
continuously
verified
data
cross-fertilization
beneficial
both
sides.