Electrocatalytic
reduction
of
dinitrogen
is
a
promising
route
for
sustainable
production
ammonia,
although
the
selectivity
challenge
competing
nitrogen
(NRR)
and
hydrogen
evolution
reactions
in
aqueous
electrolytes
has
not
yet
been
solved.
Single-atom
catalysts
(SACs)
offer
hope
bridging
this
gap
because
they
exhibit
unique
electronic
structure
reactivity
catalytic
transformations
compared
to
conventional
bulk
materials.
In
addition,
potential
pulse
experiments
have
shown
that
promote
formation
kinetically
unfavorable
products
by
efficiently
modulating
electrolyte
at
solid-liquid
interface.
So
far,
combination
SACs
NRR
mutually
exclusive,
since
are
likely
be
degraded
during
anodic
due
metal
dissolution.
Using
density
functional
theory
calculations
grand
canonical
framework,
we
demonstrate
present
communication
molybdenum-based
MXenes
able
overcome
limitation:
traditional
SACs,
form
single-atom
centers
pulse,
their
SAC-like
allows
directed
ammonia
instead
gaseous
cathodic
pulse.
Our
study
paves
way
development
high-performance
materials
with
in-situ
formed
sites
enable
advances
selective
under
applied
bias.
Chemical Society Reviews,
Journal Year:
2024,
Volume and Issue:
53(6), P. 2771 - 2807
Published: Jan. 1, 2024
This
review
presents
the
basics
of
electrochemical
water
electrolysis,
discusses
progress
in
computational
methods,
models,
and
descriptors,
evaluates
remaining
challenges
this
field.
ACS Catalysis,
Journal Year:
2023,
Volume and Issue:
13(7), P. 5062 - 5072
Published: March 29, 2023
The
electrochemical
reduction
of
CO2
is
envisioned
as
one
the
most
promising
ways
to
close
industrial
carbon
cycle
by
producing
high-value
chemicals
and
fuels
using
renewable
electricity.
Although
performance
electrolyzers
has
improved
substantially
in
past
decade,
they
still
suffer
from
poor
selectivity
toward
desired
products,
ethylene
ethanol.
This
part
due
fact
that
a
detailed
mechanistic
understanding
various
products
lacking,
although
such
an
essential
for
process
optimization.
Herein,
we
perform
microkinetic
simulations
based
on
constant-potential
density
functional
theory
elucidate
reaction
pathways
electroreduction
Cu(100)
major
multicarbon
products.
We
find
first
product
bifurcates
oxygenates,
followed
acetate.
Acetaldehyde
direct
intermediate
production
provide
atomistic
level
insights
role
played
electrode
potential
electrolyte
pH
determining
ethylene,
methane
relate
origin
general
trends
energetics.
verify
results
our
experimental
database
previously
reported
measurements.
Finally,
suggest
guidelines
improving
specific
Our
study
paves
way
design
efficient
targeted
thereby
moving
step
closer
their
widespread
adaptation.
Accounts of Chemical Research,
Journal Year:
2024,
Volume and Issue:
57(9), P. 1336 - 1345
Published: April 15, 2024
ConspectusDue
to
its
importance
for
electrolyzers
or
metal–air
batteries
energy
conversion
storage,
there
is
huge
interest
in
the
development
of
high-performance
materials
oxygen
evolution
reaction
(OER).
Theoretical
investigations
have
aided
search
active
material
motifs
through
construction
volcano
plots
kinetically
sluggish
OER,
which
involves
transfer
four
proton–electron
pairs
form
a
single
molecule.
The
theory-driven
approach
has
gained
unprecedented
popularity
catalysis
and
communities,
largely
due
simplicity,
as
adsorption
free
energies
can
be
used
approximate
electrocatalytic
activity
by
heuristic
descriptors.In
last
two
decades,
binding-energy-based
method
witnessed
renaissance
with
special
concepts
being
developed
incorporate
missing
factors
into
analysis.
To
this
end,
Account
summarizes
discusses
different
generations
example
OER.
While
first-generation
methods
relied
on
assessment
thermodynamic
information
OER
intermediates
means
scaling
relations,
second
third
strategies
include
overpotential
kinetic
effects
analysis
trends.
Finally,
fourth
generation
approaches
allowed
incorporation
various
mechanistic
pathways
methodology,
thus
paving
path
toward
data-
mechanistic-driven
electrocatalysis.Although
concept
been
significantly
expanded
recent
years,
further
research
activities
are
discussed
challenging
one
main
paradigms
concept.
date,
evaluation
trends
relies
assumption
proton-coupled
electron
steps
(CPET),
even
though
experimental
evidence
sequential
(SPET)
steps.
computational
SPET
solid-state
electrodes
ambitious,
it
strongly
suggested
comprehend
their
storage
processes,
including
This
achieved
knowledge
from
homogeneous
heterogeneous
electrocatalysis
focusing
class
single-atom
catalysts
center
well
defined.
derived
how
analyze
over
could
shape
our
understanding
at
electrified
solid/liquid
interfaces,
crucial
progress
sustainable
climate
neutrality.
npj 2D Materials and Applications,
Journal Year:
2025,
Volume and Issue:
9(1)
Published: Feb. 1, 2025
MXenes
are
a
versatile
family
of
2D
inorganic
materials
with
applications
in
energy
storage,
shielding,
sensing,
and
catalysis.
This
review
highlights
computational
studies
using
density
functional
theory
machine-learning
approaches
to
explore
their
structure
(stacking,
functionalization,
doping),
properties
(electronic,
mechanical,
magnetic),
application
potential.
Key
advances
challenges
critically
examined,
offering
insights
into
applying
research
transition
these
from
the
lab
practical
use.
Materials Horizons,
Journal Year:
2023,
Volume and Issue:
10(6), P. 2086 - 2095
Published: Jan. 1, 2023
The
anodic
four-electron
oxygen
evolution
reaction
(OER)
corresponds
to
the
limiting
process
in
acidic
or
alkaline
electrolyzers
produce
gaseous
hydrogen
at
cathode
of
device.
In
last
decade,
tremendous
efforts
have
been
dedicated
identification
active
OER
materials
by
electronic
structure
calculations
density
functional
theory
approximation.
Most
these
works
rely
on
assumption
that
mononuclear
mechanism,
comprising
*OH,
*O,
and
*OOH
intermediates,
is
operative
under
conditions,
a
single
elementary
step
(most
likely
formation)
governs
kinetics.
present
manuscript,
six
different
mechanisms
are
analyzed,
potential-dependent
volcano
curves
constructed
comprehend
electrocatalytic
activity
pathways
approximation
descriptor
Gmax(U),
measure
based
notion
free-energy
span
model.
While
description
mainly
describes
legs
plot,
corresponding
electrocatalysts
with
low
intrinsic
activity,
it
demonstrated
preferred
pathway
apex
strong
function
applied
electrode
potential.
observed
mechanistic
complexity
including
switch
favored
increasing
overpotential
sets
previous
investigations
aiming
steps
into
question
since
entire
breadth
was
not
accounted
for.
A
prerequisite
for
future
atomic-scale
studies
highly
catalysts
refers
evaluation
several
so
neither
important
features
overlooked
nor
incorrectly
determined.
ACS electrochemistry.,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 25, 2025
Free-energy
landscapes
are
essential
tools
in
electrocatalysis
for
assessing
catalyst
activity
and
selectivity
of
proton-coupled
electron
transfer
steps.
It
is
a
common
approach
to
focus
on
the
thermodynamic
part
free-energy
landscape
refer
only
reaction
intermediates,
which
turn
leads
results
being
highly
dependent
accuracy
calculated
binding
energies
adsorbed
intermediates.
Since
evaluation
electrocatalytic
processes
solid
surfaces
usually
requires
density
functional
theory
calculations
(DFT)
with
periodic
boundary
conditions,
free
energy
reference
molecules
relevant
binding-energy
determination
subject
an
inherent
error.
For
this
purpose,
gas-phase
error
corrections
have
been
introduced
recent
years,
allow
correction
DFT
error,
based
assessment
formation
enthalpies,
by
assigning
double
or
triple
bonds
molecules.
In
contribution,
we
present
simple
unbiased
errors:
do
not
distinguish
between
bond
order
but
correct
all
single,
double,
referring
atomization
compounds.
We
employ
our
nitrate
reduction
Au(111)
as
case
study,
using
different
levels
exchange–correlation
functionals
generalized
gradient
meta-generalized
approximation.
shown
that
inclusion
well
solvation
ion
significantly
affects
energetics
predictions
descriptor-based
analysis,
highlighting
importance
correcting
DFT-based
gaining
reliable
insights
into
systems.