The Journal of Physical Chemistry Letters,
Journal Year:
2024,
Volume and Issue:
unknown, P. 12362 - 12369
Published: Dec. 9, 2024
Metal
halide
perovskites
are
promising
optoelectronic
materials
with
excellent
defect
tolerance
in
carrier
recombination,
believed
to
arise
largely
from
their
unique
soft
lattices.
However,
weak
lattice
interactions
also
promote
ion
migration,
leading
serious
stability
issues.
Grain
boundaries
(GBs)
have
been
experimentally
identified
as
the
primary
migration
channels,
but
relevant
mechanism
remains
elusive.
Using
molecular
dynamics
a
machine
learning
force
field,
we
directly
model
at
common
CsPbBr3
GB.
We
demonstrate
that
as-built
GB
model,
containing
6400
atoms,
experiences
structural
reconstruction
over
several
nanoseconds,
and
only
Br
atoms
diffuse
after
that.
A
fraction
of
near
either
migrate
toward
center
or
along
through
different
channels.
Increasing
temperature
not
accelerates
via
Arrhenius
activation
allows
more
migrate.
The
energies
much
lower
than
bulk
due
large-scale
distortions
favorable
non-stoichiometric
local
environments
available
GBs.
Making
composition
stoichiometric
by
doping
annealing
can
suppress
migration.
reported
results
provide
valuable
atomistic
insights
into
properties
metal
perovskites.
Journal of the American Chemical Society,
Journal Year:
2022,
Volume and Issue:
144(41), P. 19137 - 19149
Published: Oct. 7, 2022
Solar
cells
and
optoelectronic
devices
are
exposed
to
heat
that
degrades
performance.
Therefore,
elucidating
temperature-dependent
charge
carrier
dynamics
is
essential
for
device
optimization.
Charge
lifetimes
decrease
with
temperature
in
conventional
semiconductors.
The
opposite,
anomalous
trend
observed
some
experiments
performed
MAPbI3
(MA
=
CH3NH3+)
other
metal
halide
perovskites.
Using
ab
initio
quantum
simulation,
we
establish
the
atomic
mechanisms
responsible
nonradiative
electron-hole
recombination
orthorhombic-,
tetragonal-,
cubic
MAPbI3.
We
demonstrate
structural
disorder
arising
from
phase
transitions
as
important
due
heating
same
phase.
grow
both
increasing
upon
transition
higher-temperature
phases.
increased
lifetime
rationalized
by
induces
partial
localization,
decreases
nonadiabatic
coupling,
shortens
coherence.
Inelastic
elastic
electron-vibrational
interactions
exhibit
opposite
dependence
on
localization
arise
thermal
motions
of
inorganic
lattice
organic
cations
depend
significantly
deformations
induced
fluctuations
order
defects,
hence,
plays
a
very
role.
Since
increases
but
inhibits
transport,
an
optimal
regime
maximizing
diffusion
can
be
designed,
depending
phase,
temperature,
material
morphology,
architecture.
atomistic
enhanced
at
elevated
temperatures
provide
guidelines
design
improved
solar
energy
materials.
Advanced Materials,
Journal Year:
2023,
Volume and Issue:
35(18)
Published: March 6, 2023
Despite
great
progress
in
perovskite
photovoltaics,
it
should
be
noted
that
the
intrinsic
disorder
dipolar
cations
organic-inorganic
hybrid
perovskites
exert
negative
effects
on
energy
band
structure
as
well
carrier
separation
and
transfer
dynamics.
However,
oriented
polarization
achieved
by
applying
an
external
electric
field
may
cause
irreversible
damage
to
perovskites.
Herein,
a
unique
efficient
strategy
is
developed
modulate
dipole
arrangement
films
for
high-performance
stable
solar
cells
(PSCs).
The
spontaneous
reorientation
of
cation
methylamine
triggered
polar
molecule,
constructing
vertical
during
crystallization
regulation.
determines
gradient
energy-level
PSCs
more
favorable
energetics
at
interfaces,
effectively
enhancing
built-in
suppressing
nonradiative
recombination.
Besides,
induces
local
dielectric
environment
remarkably
reduce
exciton
binding
energy,
leading
ultralong
diffusion
length
up
1708
nm.
Accordingly,
n-i-p
achieve
significant
increase
power
conversion
efficiency,
reaching
24.63%
with
negligible
hysteresis
exhibiting
outstanding
stabilities.
This
also
provides
facile
route
eliminate
mismatched
enhance
dynamics
other
novel
photovoltaic
devices.
Advanced Functional Materials,
Journal Year:
2023,
Volume and Issue:
33(10)
Published: Jan. 29, 2023
Abstract
The
self‐assembled
hole
transporting
molecules
(SAHTMs)
bearing
anchoring
groups
have
been
established
as
the
layers
(HTLs)
for
highly
efficient
p–i–n
perovskite
solar
cells
(PSCs),
yet
their
stability
and
engineering
at
molecular
level
remain
challenging.
A
topological
design
of
anisotropic
aligned
SAHTM‐based
HTLs
operationally
stable
PSCs
that
exhibit
exceptional
solar‐to‐electric
power
conversion
efficiencies
(PCEs)
is
demonstrated.
judiciously
designed
multifunctional
comprise
donor–acceptor
subunit
phosphonic
acid
group
anchoring,
realizing
face‐on
π‐stacking
parallel
to
transparent
conductive
oxide
substrate.
high
affinity
SAHTMs
multi‐crystalline
thin
film
benefits
passivating
buried
interface,
strengthening
interfacial
contact
while
facilitating
transfer.
Consequently,
PSC
devices
are
obtained
with
a
champion
PCE
23.24%
outstanding
operational
toward
various
environmental
factors
including
long‐term
full
sunlight
soaking
evaluated
temperatures.
Perovskite
modules
efficiency
approaching
20%
also
fabricated
an
active
device
area
above
17
cm
2
.
Journal of the American Chemical Society,
Journal Year:
2023,
Volume and Issue:
145(9), P. 5297 - 5309
Published: Feb. 24, 2023
Promising
alternatives
to
three-dimensional
perovskites,
two-dimensional
(2D)
layered
metal
halide
perovskites
have
proven
their
potential
in
optoelectronic
applications
due
improved
photo-
and
chemical
stability.
Nevertheless,
photovoltaic
devices
based
on
2D
suffer
from
poor
efficiency
owing
unfavorable
charge
carrier
dynamics
energy
losses.
Focusing
the
Dion-Jacobson
perovskite
phase
that
is
rapidly
rising
popularity,
we
demonstrate
doping
of
complementary
cations
into
3-(aminomethyl)piperidinium
accelerates
spontaneous
separation
slows
down
recombination,
both
factors
improving
performance.
Employing
ab
initio
nonadiabatic
(NA)
molecular
combined
with
time-dependent
density
functional
theory,
cesium
broadens
bandgap
by
0.4
eV
breaks
structural
symmetry.
Assisted
thermal
fluctuations,
symmetry
breaking
helps
localize
electrons
holes
different
layers
activates
additional
vibrational
modes.
As
a
result,
accelerated.
Simultaneously,
lifetime
grows
shortened
coherence
time
between
ground
excited
states.
The
established
relationships
composition
provide
guidelines
toward
future
material
discovery
design
solar
cells.
Advanced Science,
Journal Year:
2024,
Volume and Issue:
11(20)
Published: March 19, 2024
Abstract
Lead
halide
perovskites
with
superior
optoelectrical
properties
are
emerging
as
a
class
of
excellent
materials
for
applications
in
solar
cells
and
light‐emitting
devices.
However,
perovskite
films
often
exhibit
abundant
intrinsic
defects,
which
can
limit
the
efficiency
perovskite‐based
optoelectronic
devices
by
acting
carrier
recombination
centers.
Thus,
an
understanding
defect
chemistry
lead
assumes
prominent
role
further
advancing
exploitation
perovskites,
which,
to
large
extent,
is
performed
relying
on
first‐principles
calculations.
complex
structure,
strong
anharmonicity,
soft
lattice
pose
challenges
studies.
In
this
perspective,
basis
briefly
reviewing
current
knowledge
concerning
computational
studies
work
concentrates
addressing
unsolved
problems
proposing
possible
research
directions
future.
This
perspective
particularly
emphasizes
indispensability
developing
advanced
approaches
deeply
nature
defects
conducting
data‐driven
designing
reasonable
strategies
improve
performance
applications.
Finally,
highlights
that
theoretical
should
pay
more
attention
establishing
close
clear
links
experimental
investigations
provide
useful
insights
scientific
industrial
communities.
npj Computational Materials,
Journal Year:
2025,
Volume and Issue:
11(1)
Published: Jan. 11, 2025
Metal
halide
perovskites
(MHPs)
exhibit
unusual
properties
and
complex
dynamics.
By
combining
ab
initio
time-dependent
density
functional
theory,
nonadiabatic
molecular
dynamics
machine
learning,
we
advance
quantum
simulation
to
nanosecond
timescale
demonstrate
that
large
fluctuations
of
MHP
defect
energy
levels
extend
light
absorption
longer
wavelengths
enable
trapped
charges
escape
into
bands.
This
allows
low
photons
contribute
photocurrent
through
up-conversion.
Deep
can
become
shallow
transiently
vice
versa,
altering
the
traditional
classification
deep.
While
fluctuate
more
in
MHPs
than
semiconductors,
some
levels,
e.g.,
Pb
interstitials,
remain
far
from
band
edges,
acting
as
charge
recombination
centers.
Still,
many
defects
deemed
detrimental
based
on
static
structures,
are
fact
benign
The
extended
harvesting
up-conversion
provide
strategies
for
design
novel
solar,
optoelectronic,
information
devices.
Accounts of Materials Research,
Journal Year:
2022,
Volume and Issue:
3(7), P. 761 - 771
Published: June 29, 2022
ConspectusMetal
halide
perovskites
have
garnered
a
great
deal
of
attention
for
their
applications
in
photovoltaics,
LEDs,
and
radiation
detection.
The
ease
solution
processing
high-quality
perovskite
semiconductors
with
large
absorption
coefficients
tolerance
to
native
defects
is
decidedly
attractive.
Additionally,
the
ability
precisely
tune
band
gap
through
compositional
alloying
ion
particular
interest
range
applications,
especially
tandem
solar
cells.
However,
under
steady
state
light
irradiation,
an
initially
homogeneous
mixed
(MHP)
will
form
local
domains
that
are
rich
one
(e.g.,
Br
or
I).
This
light-induced
phase
segregation
MHPs
forms
iodide-rich
act
as
charge
carrier
traps
lowers
efficiency
perovskite-based
devices.
Thus,
poses
serious
challenge
implementation
real-world
device
settings.
Interestingly,
when
segregated
MHP
film
placed
dark,
entropic
driving
forces
become
dominant
remixes
returns
its
state.
Several
key
mechanistic
details
been
elucidated
over
years.
there
still
aspects
not
clear,
ongoing
debate
literature
what
factors
contribute
mechanism.This
Account
discusses
recent
results
point
specific
role
hole
trapping
segregation.
generation
holes
above-band-gap
excitation
electrochemical
injection
increases
migration
leads
thermodynamic
redox
properties
provide
strong
force
oxidation
iodide
species
MHPs.
mobile
within
lattice
take
time
migrate
generate
halide-rich
domains.
When
contact
nonpolar
solvent,
iodine
further
extended
expulsion
from
film.
mobility
halides
susceptibility
hole-induced
play
crucial
determining
long-term
stability
metal
perovskites.
Strategies
gain
kinetic
control
slow
needed
overcome
these
hurdles
achieve
stable
Modification
composition
introduction
different
cations
ions,
low-dimensional
phases
may
suppress
achieving
improving
cells
emitting
devices
minimal
impacts,
suppression
remains
factor.
The Journal of Physical Chemistry C,
Journal Year:
2022,
Volume and Issue:
126(32), P. 13560 - 13578
Published: Aug. 4, 2022
Metal
halide
perovskite
(MHP)
devices
often
show
different
types
of
hysteresis
in
separate
voltage
domains.
At
low
voltage,
the
impedance
response
is
capacitive,
and
cell
gives
regular
hysteresis.
high
inverted,
corresponding
to
an
inductive
that
causes
a
negative
capacitance
feature.
We
calculate
current
due
chemical
inductor
model,
we
inversely
proportional
scan
rate.
formulate
general
dynamical
model
for
solar
style
neuronal
models
action
potential,
based
on
few
differential
equations.
The
allows
us
track
transition
from
capacitive
properties,
both
by
spectroscopy
current–voltage
measurements
at
sweep
rates.
obtain
correlation
time
constants
capacitor
inductor.
interpret
origin
low-frequency
features
terms
ion-controlled
surface
recombination.
This
explains
strong
inductor,
as
originate
same
mechanism.
methodology
derived
this
paper
provides
great
control
over
dynamic
properties
metal
cells,
even
cases
which
there
are
qualitative
changes
broad
range.
ACS Energy Letters,
Journal Year:
2022,
Volume and Issue:
7(10), P. 3467 - 3475
Published: Sept. 16, 2022
Bandgap-tunable
mixed-halide
perovskites
offer
exciting
opportunities
to
construct
efficient
multijunction
tandem
solar
cells.
However,
the
ion
migration
always
causes
halide
segregation,
which
inevitably
creates
detrimental
defects
and
deteriorates
photovoltaic
performances.
Here,
we
report
a
universal
caging
strategy
suppress
segregation
by
in
situ
formation
of
conjugated
covalent
organic
frameworks
(COFs)
catalyzed
PbX2
(X
=
Br
I)
during
perovskite.
Through
theoretical
calculation
systematic
investigation,
strong
electron-donating
feature
COFs
is
shown
effectively
solidify
soft
lattice
impede
iodide
transport
from
bulk
grain
boundary,
decelerating
light-induced
halide-demixing
process.
Finally,
nonradiative
recombination
significantly
reduced,
boosting
efficiency
up
11.50%
for
an
inorganic
CsPbIBr2
perovskite
cell
14.35%
CsPbI2Br
with
prolonged
shelf
life
improved
photostability.
Journal of Chemical Theory and Computation,
Journal Year:
2024,
Volume and Issue:
20(8), P. 2992 - 3007
Published: April 6, 2024
In
this
work,
we
report
a
simple,
efficient,
and
scalable
machine-learning
(ML)
approach
for
mapping
non-self-consistent
Kohn-Sham
Hamiltonians
constructed
with
one
kind
of
density
functional
to
the
nearly
self-consistent
another
functional.
This
is
designed
as
fast
surrogate
Hamiltonian
calculator
use
in
long
nonadiabatic
dynamics
simulations
large
atomistic
systems.
approach,
input
output
features
are
matrices
computed
from
different
levels
theory.
We
demonstrate
that
developed
ML-based
method
(1)
speeds
up
calculations
by
several
orders
magnitude,
(2)
conceptually
simpler
than
alternative
ML
approaches,
(3)
applicable
systems
sizes
can
be
used
arbitrary
functionals,
(4)
requires
modest
training
data,
learns
fast,
generates
molecular
orbitals
their
energies
accuracy
matching
conventional
calculations,
(5)
when
applied
simulation
excitation
energy
relaxation
yields
corresponding
time
scales
within
margin
error
calculations.
Using
explore
C