The Journal of Physical Chemistry Letters,
Journal Year:
2021,
Volume and Issue:
12(50), P. 12119 - 12128
Published: Dec. 16, 2021
A
novel
methodology
for
direct
modeling
of
long-time
scale
nonadiabatic
dynamics
in
extended
nanoscale
and
solid-state
systems
is
developed.
The
presented
approach
enables
forecasting
the
vibronic
Hamiltonians
as
a
function
time
via
machine-learning
models
trained
directly
domain.
use
periodic
aperiodic
functions
that
transform
into
effective
input
modes
artificial
neural
network
demonstrated
to
be
essential
such
an
work
both
abstract
atomistic
models.
best
strategies
possible
limitations
pertaining
new
are
explored
discussed.
An
exemplary
simulation
unprecedentedly
long
20
picosecond
trajectories
conducted
divacancy-containing
monolayer
black
phosphorus
system,
importance
conducting
simulations
demonstrated.
New
insights
excited
states
photophysics
this
system
presented,
including
role
decoherence
model
definition.
ACS Nano,
Journal Year:
2024,
Volume and Issue:
18(23), P. 14791 - 14840
Published: May 30, 2024
We
explore
the
potential
of
nanocrystals
(a
term
used
equivalently
to
nanoparticles)
as
building
blocks
for
nanomaterials,
and
current
advances
open
challenges
fundamental
science
developments
applications.
Nanocrystal
assemblies
are
inherently
multiscale,
generation
revolutionary
material
properties
requires
a
precise
understanding
relationship
between
structure
function,
former
being
determined
by
classical
effects
latter
often
quantum
effects.
With
an
emphasis
on
theory
computation,
we
discuss
that
hamper
assembly
strategies
what
extent
nanocrystal
represent
thermodynamic
equilibrium
or
kinetically
trapped
metastable
states.
also
examine
dynamic
optimization
protocols.
Finally,
promising
functions
examples
their
realization
with
assemblies.
Chemical Reviews,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 2, 2025
Two-dimensional
transition
metal
dichalcogenides
(2D
TMDs)
are
a
promising
class
of
functional
materials
for
fundamental
physics
explorations
and
applications
in
next-generation
electronics,
catalysis,
quantum
technologies,
energy-related
fields.
Theory
simulations
have
played
pivotal
role
recent
advancements,
from
understanding
physical
properties
discovering
new
to
elucidating
synthesis
processes
designing
novel
devices.
The
key
has
been
developments
ab
initio
theory,
deep
learning,
molecular
dynamics,
high-throughput
computations,
multiscale
methods.
This
review
focuses
on
how
theory
contributed
progress
2D
TMDs
research,
particularly
twisted
moiré-based
TMDs,
predicting
exotic
phases
TMD
monolayers
heterostructures,
nucleation
growth
synthesis,
comprehending
electron
transport
characteristics
different
contacts
potential
devices
based
heterostructures.
notable
achievements
provided
by
highlighted,
along
with
the
challenges
that
need
be
addressed.
Although
demonstrated
prototype
created,
we
conclude
highlighting
research
areas
demand
most
attention
simulation
might
address
them
aid
attaining
true
toward
commercial
device
realizations.
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.
Nanoscale,
Journal Year:
2021,
Volume and Issue:
13(23), P. 10239 - 10265
Published: Jan. 1, 2021
Atomistic
details
govern
quantum
dynamics
of
charge
carriers
in
metal
halide
perovskites,
which
exhibit
properties
solid
state
and
molecular
semiconductors,
as
revealed
by
time-domain
density
functional
theory
nonadiabatic
dynamics.
Accounts of Chemical Research,
Journal Year:
2021,
Volume and Issue:
54(23), P. 4239 - 4249
Published: Nov. 10, 2021
Rapid,
far-from-equilibrium
processes
involving
excitation
of
electronic,
vibrational,
spin,
photon,
topological,
and
other
degrees
freedom
form
the
basis
modern
technologies,
including
electronics
optoelectronics,
solar
energy
harvesting
conversion
to
electrical
chemical
energy,
quantum
information
processing,
spin-
valleytronics,
detection,
medical
therapies.
Such
are
studied
experimentally
with
various
time-resolved
spectroscopies
that
allow
scientists
track
system's
evolution
on
ultrafast
time
scales
at
close
atomistic
level
detail.
The
availability
forms
lasing
has
made
such
measurements
easily
accessible
many
experimental
groups
worldwide,
study
atoms
small
molecules,
nanoscale
condensed
matter
systems,
proteins,
cells,
mesoscopic
materials.
work
necessitates
parallel
theoretical
efforts
needed
interpret
experiments
provide
insights
cannot
be
gained
through
due
limitations.Non-adiabatic
(NA)
molecular
dynamics
(MD)
allows
one
in
domain
most
directly
mimicking
experiments.
Atomistic
modeling
takes
full
advantage
intuition
principles
guide
design
fabrication
molecules
It
provides
origins
quasi-particles,
as
holes,
excitons,
trions,
plasmons,
phonons,
polarons,
polaritons,
spin-waves,
momentum-resolved
topological
states,
electrically
magnetically
polarized
structures,
abstract
concepts.
An
description
enables
realistic
aspects
materials,
which
necessarily
contain
defects,
dopants,
surfaces,
interfaces,
passivating
ligands,
solvent
layers.
Often,
features
govern
material
properties
hard
account
for
phenomenologically.
NA-MD
requires
few
approximations
assumptions.
does
not
need
assume
atomic
motions
harmonic,
electrons
Drude
oscillators,
coupling
between
different
is
weak,
Markovian
or
short
memory,
occurs
by
exponential
kinetics
transitions
states.
classical
semiclassical
treatment
constitutes
main
approximation
used
because
3-5
orders
magnitude
heavier
than
electrons.
limited
system
size,
typically
hundreds
thousands
atoms,
scale,
picoseconds
nanoseconds.
quality
simulations
depends
electronic
structure
method
obtain
excited
state
energies
NA
couplings.NA-MD
been
largely
popularized
advanced
chemistry
community
focuses
molecules.
Modeling
systems
often
types
physics.
At
same
time,
phase
may
Focusing
recent
developments
aimed
studying
phases,
this
Account
considers
how
phenomena
important
can
incorporated
into
what
increase
its
efficiency
complex
processes.
ACS Catalysis,
Journal Year:
2022,
Volume and Issue:
12(15), P. 9570 - 9578
Published: July 21, 2022
The
direct
Z-scheme
photocatalytic
heterojunction,
possessing
type
II
band
alignments
but
simultaneously
realizing
the
spatial
separation
of
photogenerated
electrons
and
holes
(PEHs)
well-preserved
strong
redox
ability,
is
a
promising
strategy
for
solving
energy
environmental
issues.
However,
conventional
method
solely
relying
on
direction
interfacial
electric
field
(IEF)
to
determine
often
different
with
experiments.
Properly
evaluating
constructing
remain
limited.
Herein,
combining
hybrid
density
functional
theory
excited
state
ultrafast
dynamics
simulation,
we
find
that
formative
factor
path
comes
from
two
aspects
by
systematically
exploring
series
prototypical
heterojunctions
taking
X2Y3
ferroelectrics
(X:
Al,
Ga,
In.
Y:
S,
Se,
Te)
BCN
semiconductors.
On
one
hand,
interlayer
recombination
PEHs
weak
ability
can
be
significantly
promoted
IEF.
other
nonadiabatic
coupling
interface
transfer
channel
plays
key
role
in
preserving
high
activity
PEHs,
which
extend
reacting
time
femtosecond
hundreds
nanosecond
scale.
This
study
deepens
understanding
formation
accelerate
design
photocatalysts.
Science Advances,
Journal Year:
2022,
Volume and Issue:
8(24)
Published: June 17, 2022
Understanding
how
the
nuclear
quantum
effects
(NQEs)
in
hydrogen
bond
(H-bond)
network
influence
photoexcited
charge
transfer
at
semiconductor/molecule
interface
is
a
challenging
problem.
By
combining
two
kinds
of
emerging
molecular
dynamics
methods
ab
initio
level,
path
integral–based
and
time-dependent
nonadiabatic
dynamics,
choosing
CH
3
OH/TiO
2
as
prototypical
system
to
study,
we
find
that
proton
motion
H-bond
strongly
coupled
with
ultrafast
interface.
The
hole
trapping
ability
adsorbed
methanol
molecule
notably
enhanced
by
NQEs,
thus,
it
behaves
scavenger
on
titanium
dioxide.
critical
role
confirmed
situ
scanning
tunneling
microscope
measurements
ultraviolet
light
illumination.
It
concluded
plays
influencing
energy
conversion
efficiency
based
photoexcitation.
Physical Review Letters,
Journal Year:
2023,
Volume and Issue:
130(4)
Published: Jan. 27, 2023
Coupling
between
exciton
states
across
the
Brillouin
zone
in
monolayer
transition
metal
dichalcogenides
can
lead
to
ultrafast
valley
depolarization.
Using
time-
and
angle-resolved
photoemission,
we
present
momentum-
energy-resolved
measurements
of
coupling
WS$_2$.
By
comparing
full
4D
($k_x,
k_y,
E,
t$)
data
sets
after
both
linearly
circularly
polarized
excitation,
are
able
disentangle
intervalley
intravalley
dynamics.
Recording
binding
energy
basis
instead
excitation
energy,
observe
strong
mixing
B$_{1s}$
A$_{n>1}$
states.
The
photoelectron
momentum
distributions
observed
from
excitons
populated
via
(e.g.
K$^-$
$\rightarrow$
K$^+$)
indicate
that
dominant
depolarization
mechanism
conserves
center-of-mass
momentum,
consistent
with
Coulomb
exchange.
On
longer
timescales,
relaxation
is
accompanied
by
contraction
space
distribution.
The Journal of Chemical Physics,
Journal Year:
2024,
Volume and Issue:
160(5)
Published: Feb. 7, 2024
Metal-halide
perovskites
are
a
structurally,
chemically,
and
electronically
diverse
class
of
semiconductors
with
applications
ranging
from
photovoltaics
to
radiation
detectors
sensors.
Understanding
neutral
electron–hole
excitations
(excitons)
is
key
for
predicting
improving
the
efficiency
energy-conversion
processes
in
these
materials.
First-principles
calculations
have
played
an
important
role
this
context,
allowing
detailed
insight
into
formation
excitons
many
different
types
perovskites.
Such
demonstrated
that
some
significantly
deviate
canonical
models
due
chemical
structural
heterogeneity
In
Perspective,
I
provide
overview
metal-halide
using
Green’s
function-based
many-body
perturbation
theory
GW
+
Bethe–Salpeter
equation
approach,
prevalent
method
calculating
extended
solids.
This
approach
readily
considers
anisotropic
electronic
structures
dielectric
screening
present
effects,
such
as
spin–orbit
coupling.
will
show
despite
progress,
complex
structure
materials
its
intricate
coupling
pronounced
anharmonic
dynamics
pose
challenges
currently
not
fully
addressed
within
approach.
hope
Perspective
serves
inspiration
further
exploring
rich
landscape
other
development
addressing
unresolved
field.