arXiv (Cornell University),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Jan. 1, 2023
All-inorganic
halide
perovskites
have
received
a
lot
of
attention
as
attractive
alternatives
to
overcome
the
stability
issues
hybrid
that
are
commonly
associated
with
organic
cations.
To
find
compromise
between
optoelectronic
properties
CsPbI$_{3}$
and
CsPbBr$_{3}$,
CsPb(Br$_{\rm{x}}$I$_{\rm{1-x}}$)$_{3}$
mixed
compositions
used.
An
additional
benefit
is
that,
without
sacrificing
for
applications
such
solar
cells
or
LEDs,
small
amounts
Br
in
can
prevent
inorganic
perovskite
from
degrading
photoinactive
nonperovskite
yellow
phase.
Despite
indications
strain
lattice
plays
role
stabilization
material,
full
understanding
lacking.
Here
we
develop
reactive
force
field
(ReaxFF)
starting
our
previous
work
CsPbI$_{3}$,
extend
this
CsPbBr$_{3}$
compounds.
This
used
large-scale
molecular
dynamics
simulations
study
phase
transitions
internal
ion
transitions.
We
an
increase
content
lowers
temperature
at
which
reaches
cubic
structure.
Specifically,
by
substituting
I,
smaller
ionic
radius
induces
changes
octahedra.
Importantly,
effect
propagates
through
ranging
up
distances
2
nm,
explaining
why
concentrations
(x
$\leq$
1/4)
significant
impact
on
perovskites.
RSC Advances,
Journal Year:
2025,
Volume and Issue:
15(5), P. 3562 - 3569
Published: Jan. 1, 2025
Exposure
to
ammonia
vapors
on
CsPbBr
3
-coated
substrates
results
in
the
widening
of
a
semiconductor's
bandgap,
which
is
reversible
with
time.
The
intercalation
NH
-induced
strain
origins
bandgap
widening.
Proceedings of the National Academy of Sciences,
Journal Year:
2025,
Volume and Issue:
122(7)
Published: Feb. 10, 2025
Understanding
the
complex
temporal
and
spatial
correlations
of
ions
in
disordered
perovskite
oxides
is
critical
to
rationalize
their
functional
properties.
Here,
we
provide
insights
into
longstanding
controversy
regarding
off-centering
transition
metal
(TM)
archetypal
ferroelectric
alloy
KTa
1−x
Nb
O
3
(KTN).
By
mapping
full
energy
(
E
)
wavevector
Q
dependence
dynamical
structure
factor
S(,
stretchy="false">)
using
neutron
scattering,
rationalizing
our
observations
with
atomistic
simulations
leveraging
machine
learning,
fully
resolve
static
v
s
dynamic
nature
diffuse
scattering
sheets,
as
well
composition
temperature
dependence.
Our
first-principles
simulations,
extended
machine-learning
molecular
dynamics,
reproduce
both
inelastic
spectra
features,
establish
how
dynamically
correlated
TM
off-centerings
couple
phonons,
unifying
local
collective
viewpoints.
This
study
sheds
light
an
exemplary
system
shows
importance
reveal
spatiotemporal
atomic
disorder
from
which
properties
emerge.
Chemical Physics Reviews,
Journal Year:
2025,
Volume and Issue:
6(1)
Published: March 1, 2025
Interatomic
potentials
are
essential
for
driving
molecular
dynamics
(MD)
simulations,
directly
impacting
the
reliability
of
predictions
regarding
physical
and
chemical
properties
materials.
In
recent
years,
machine-learned
(MLPs),
trained
against
first-principles
calculations,
have
become
a
new
paradigm
in
materials
modeling
as
they
provide
desirable
balance
between
accuracy
computational
cost.
The
neuroevolution
potential
(NEP)
approach,
implemented
open-source
GPUMD
software,
has
emerged
promising
potential,
exhibiting
impressive
exceptional
efficiency.
This
review
provides
comprehensive
discussion
on
methodological
practical
aspects
NEP
along
with
detailed
comparison
other
representative
state-of-the-art
MLP
approaches
terms
training
accuracy,
property
prediction,
We
also
demonstrate
application
approach
to
perform
accurate
efficient
MD
addressing
complex
challenges
that
traditional
force
fields
typically
cannot
tackle.
Key
examples
include
structural
liquid
amorphous
materials,
order
alloy
systems,
phase
transitions,
surface
reconstruction,
material
growth,
primary
radiation
damage,
fracture
two-dimensional
nanoscale
tribology,
mechanical
behavior
compositionally
alloys
under
various
loadings.
concludes
summary
perspectives
future
extensions
further
advance
this
rapidly
evolving
field.
Journal of Chemical Theory and Computation,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 20, 2025
We
present
an
efficient
linear-scaling
algorithm
for
evaluating
the
analytical
force
and
stress
contributions
derived
from
exact-exchange
energy,
a
key
component
in
hybrid
functional
calculations.
The
algorithm,
working
equally
well
molecular
periodic
systems,
is
formulated
within
framework
of
numerical
atomic
orbital
(NAO)
basis
sets
takes
advantage
localized
resolution-of-identity
(LRI)
technique
treating
two-electron
Coulomb
repulsion
integrals.
behavior
realized
by
fully
exploiting
sparsity
expansion
coefficients
resulting
strict
locality
NAOs
LRI
ansatz.
Our
implementation
massively
parallel,
enables
structural
relaxation
based
on
density
functionals
bulk
materials
containing
thousands
atoms.
In
this
work,
we
will
detailed
description
our
benchmark
performance
using
illustrating
examples.
By
optimizing
structures
pristine
doped
halide
perovskite
material
CsSnI3
with
different
functionals,
find
that
presence
lattice
strain,
provide
more
accurate
stereochemical
expression
lone
pair.
The Journal of Physical Chemistry Letters,
Journal Year:
2025,
Volume and Issue:
unknown, P. 4812 - 4818
Published: May 7, 2025
Cesium
lead
iodide,
CsPbI3,
is
an
optoelectronic
material
of
large
interest
for
various
technological
applications;
however,
fundamental
questions
surrounding
the
vibrational
dynamics
this
material,
especially
regarding
its
role
in
structural
phase
transitions,
remain
to
be
elucidated.
Here,
a
combined
variable
temperature
inelastic
neutron
scattering
(INS)
and
machine-learning
based
molecular
(MD)
simulation
study,
we
show
that
stable
at
room
temperature,
i.e.,
nonperovskite
δ-phase,
exhibits
phonon
modes
with
weak
anharmonicity
only
dependence
from
10
K
all
way
up
transition
cubic
perovskite
α-phase
approximately
600
K.
In
contrast,
features
anharmonic
damped
dynamics,
mainly
associated
overdamped
tilting
motions
PbI6
octahedra.
Crucially,
these
modes,
which
relate
tetragonal
orthorhombic
distorted
phases
(β-
γ-phase,
respectively)
formed
lower
temperatures,
stay
by
more
than
100
above
respective
transition.
This
suggests
flat
energy
landscape
octahedral
α-CsPbI3
fluctuations
on
picosecond
time
scale
patterns
locally
resemble
structure
β-
γ-phases.
The
are
also
characterized
pronounced
thermal
displacements
Cs+
ions,
but
underdamped
ACS Energy Letters,
Journal Year:
2024,
Volume and Issue:
9(8), P. 3947 - 3954
Published: July 18, 2024
Two-dimensional
(2D)
halide
perovskites
(HPs)
are
promising
materials
for
various
optoelectronic
applications;
yet,
a
comprehensive
understanding
of
their
dynamics
is
still
elusive.
Here,
we
offer
insight
into
the
prototypical
2D
HPs
based
on
MAPbI3
as
function
linker
molecule
and
number
perovskite
layers
using
atomic-scale
simulations.
We
show
that
closest
to
undergo
transitions
distinct
from
those
interior
layers.
These
can
take
place
anywhere
between
few
tens
Kelvin
degrees
below
more
than
100
K
above
cubic–tetragonal
transition
bulk
MAPbI3.
In
combination
with
thickness
layer,
this
enables
one
template
phase
tune
over
wide
temperature
range.
Our
results
thereby
reveal
details
an
important
generalizable
design
mechanism
tuning
properties
these
materials.
The Journal of Physical Chemistry Letters,
Journal Year:
2024,
Volume and Issue:
15(33), P. 8549 - 8554
Published: Aug. 13, 2024
Cs2AgBiBr6
exhibits
promising
photovoltaic
and
light-emitting
properties,
making
it
a
candidate
for
next-generation
solar
cells
LED
technologies.
Additionally,
serves
as
model
system
within
the
family
of
halide
double
perovskites,
offering
insights
into
broader
class
materials.
Here,
we
study
various
possible
excited
states
this
material
to
understand
its
absorption
emission
properties.
We
use
time-dependent
density
functional
theory
(TD-DFT)
coupled
with
nonempirical
hybrid
functionals,
specifically
PBE0(α)
dielectric-dependent
hybrids
(DDH)
explore
direct,
indirect,
self-trapped
excitons
in
material.
Based
on
comparison
experiment,
show
that
these
methods
can
give
excellent
predictions
spectrum
fundamental
band
gap
has
been
underestimated
previous
computational
studies.
connect
experimental
photoluminescence
signals
at
1.9–2.0
eV
from
electron
polarons.
Finally,
reveal
complex
landscape
energetically
competing
Nano Letters,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Dec. 16, 2024
Lead
halide
perovskites
are
renowned
for
their
exceptional
optoelectronic
properties
but
face
concerns
over
lead
toxicity
and
stability,
which
drives
the
exploration
of
lead-free
perovskites,
with
Cs2AgBiBr6
standing
out
as
a
benchmark
alternative.
Understanding
structural
dynamics
thermal
transport
is
crucial
remains
an
outstanding
challenge
due
to
complex
atomic
fluctuations.
Here,
through
diffuse
scattering
experiments
simulations,
we
uncover
underlying
dynamic
local
structure
in
Cs2AgBiBr6,
showing
unique
two-dimensional
spatial
correlation.
The
inelastic
X-ray
simulations
further
confirm
strong
anharmonicity
short
phonon
lifetimes
Cs2AgBiBr6.
An
ultralow
conductivity
∼0.36
W
m–1
K–1
was
measured
by
frequency-domain
thermoreflectance
technique,
abnormal
weak
temperature
dependence
(∼
T–0.7).
These
results
offer
new
insights
into
lattice
double
critical
understanding
electron–phonon
phonon–phonon
couplings
applications
such
optoelectronics.
Chemistry of Materials,
Journal Year:
2023,
Volume and Issue:
36(1), P. 514 - 523
Published: Dec. 22, 2023
Barium
zirconate
(BaZrO3)
is
one
of
few
perovskites
that
claimed
to
retain
an
average
cubic
structure
down
0
K
at
ambient
pressure
while
being
energetically
very
close
a
tetragonal
phase
obtained
by
condensation
soft
phonon
mode
the
R-point.
Previous
studies
suggest,
however,
local
BaZrO3
may
change
low
temperature,
forming
nanodomains
or
glass-like
phase.
Here,
we
investigate
global
and
as
function
temperature
via
molecular
dynamics
simulations
using
machine-learned
potential
with
near
density
functional
theory
(DFT)
accuracy.
We
show
softening
octahedral
tilt
R-point
gives
rise
weak
diffuse
superlattice
reflections
temperatures
pressure,
which
are
also
observed
experimentally.
However,
do
not
observe
any
static
but
rather
dynamic
fluctuations
ZrO6
octahedra
correlation
length
2–3
nm
over
time
scales
about
1
ps.
This
behavior
precursor
transition
explains
emergence
peaks
in
measurements.
On
other
hand,
when
increasing
300
K,
find
from
around
16
GPa,
agreement
experimental
studies.
Colloidal
epitaxial
heterostructures
are
nanoparticles
composed
of
two
different
materials
connected
at
an
interface,
which
can
exhibit
properties
from
those
their
individual
components.
The
ability
to
combine
dissimilar
offers
wide
opportunities
create
functional
heterostructures.
However,
the
design
stage
often
focuses
on
combining
based
desired
properties,
while
structural
compatibility
interface
is
overlooked.
To
accelerate
new
between
ionic
materials,
encompass
most
colloidal
semiconductors,
we
implemented
a
workflow
in
Ogre
code
for
prediction
interfaces.
Thanks
pre-screening
candidate
models
charge
balance
and
electrostatic
force-field
fast
energy
evaluations,
our
optimize
complex
interfaces
just
few
minutes
simple
laptop.
We
validate
approach
involving
lead
halide
perovskites,
produces
excellent
agreement
with
experiments.
Further
case
studies
demonstrate
how
be
used
(re-)interpret
experimental
data
propose
atomistic
previously
unknown
such
as
metal
halides
oxides.
package
available
GitHub,
users
without
computational
expertise
run
it
via
OgreInterface
desktop
application,
Windows,
Linux,
Mac.