Quantum Science and Technology,
Journal Year:
2024,
Volume and Issue:
9(3), P. 035034 - 035034
Published: May 9, 2024
Abstract
Mapping
out
phase
diagrams
of
quantum
systems
using
classical
simulations
can
be
challenging
or
intractable
due
to
the
computational
resources
required
simulate
even
small
far
away
from
thermodynamic
limit.
We
investigate
computers
and
variational
eigensolver
(VQE)
for
this
task.
In
contrast
task
preparing
exact
ground
state
VQE,
sketching
might
require
less
accuracy,
because
low
fidelity
approximations
may
enough
correctly
identify
different
phases.
used
numerical
low-depth
VQE
circuits
compute
order
parameters
four
well-studied
spin
fermion
models
which
represent
a
mix
1D
2D,
exactly-solvable
classically
hard
systems.
find
that
it
is
possible
predict
location
transitions
up
reasonable
accuracy
states
produced
by
when
their
overlap
with
true
small.
Further,
we
introduce
model-agnostic
predictor
based
on
speed
energy
improves
respect
circuit
depth,
in
some
cases
also
able
transitions.
Science,
Journal Year:
2022,
Volume and Issue:
375(6579), P. 418 - 424
Published: Jan. 27, 2022
The
"sign
problem"
(SP)
is
the
fundamental
limitation
to
simulations
of
strongly
correlated
materials
in
condensed
matter
physics,
solving
quantum
chromodynamics
at
finite
baryon
density,
and
computational
studies
nuclear
matter.
As
a
result,
it
part
reason
fields
such
as
ultra-cold
atomic
physics
are
so
exciting:
they
can
provide
emulators
models
that
could
not
otherwise
be
solved,
due
SP.
For
same
reason,
also
one
primary
motivations
behind
computation.
It
often
argued
SP
intrinsic
particular
Hamiltonians,
since
details
how
onsets,
its
eventual
occurrence,
altered
by
choice
algorithm
or
many-particle
basis.
Despite
that,
we
show
determinant
Monte
Carlo
(DQMC)
quantitatively
linked
critical
behavior.
We
demonstrate
this
via
number
including
spinful
spinless
Hubbard
Hamiltonians
on
honeycomb
lattice
ionic
Hamiltonian,
all
whose
properties
relatively
well
understood.
then
propose
reinterpretation
low
average
sign
for
model
square
when
away
from
half-filling,
an
important
open
problem
terms
onset
pseudogap
behavior
exotic
superconductivity.
Our
study
charts
path
exploiting
QMC
understand
behavior,
rather
than
solely
obstacle
prevents
many-body
temperature.
Physical Review X,
Journal Year:
2023,
Volume and Issue:
13(1)
Published: Jan. 24, 2023
State-of-the-art
numerical
techniques
suggest
that
charge
order
in
the
2D
Hubbard
model
sets
at
a
nonzero
temperature,
answering
major
open
question
physics
of
this
paradigmatic
quantum
materials.
Physical Review Letters,
Journal Year:
2023,
Volume and Issue:
130(1)
Published: Jan. 3, 2023
While
the
ground-state
phase
diagram
of
correlated
flat-band
systems
has
been
intensively
investigated,
dynamic
and
thermodynamic
properties
such
lattice
models
are
less
explored,
but
it
is
latter
which
most
relevant
to
experimental
probes
(transport,
quantum
capacitance,
spectroscopy)
moiré
materials
as
twisted
bilayer
graphene.
Here
we
show,
by
means
momentum-space
Monte
Carlo
exact
diagonalization,
in
chiral
limit
there
exists
a
unique
characteristic
for
model
with
interaction-driven
anomalous
Hall
(QAH)
ground
state,
namely,
transition
from
QAH
insulator
metallic
state
takes
place
at
much
lower
temperature
compared
zero-temperature
single-particle
gap
generated
long-range
Coulomb
interaction.
Such
low
comes
proliferation
excitonic
particle-hole
excitations,
transfers
electrons
across
between
different
topological
bands
restore
broken
time-reversal
symmetry
gives
rise
pronounced
enhancement
charge
compressibility.
Future
experiments,
verify
generic
characteristics,
proposed.
Exponential
observables,
formulated
as
$ln\ensuremath{\langle}{e}^{\stackrel{\ifmmode
\hat{}\else
\^{}\fi{}}{X}}\ensuremath{\rangle}$
where
$\stackrel{\ifmmode
\^{}\fi{}}{X}$
is
an
extensive
quantity,
play
a
critical
role
in
the
study
of
quantum
many-body
systems,
examples
which
include
free
energy
and
entanglement
entropy.
Given
that
${e}^{X}$
becomes
exponentially
large
(or
small)
thermodynamic
limit,
accurate
computation
expectation
value
this
exponential
quantity
presents
significant
challenge.
In
paper,
we
propose
comprehensive
algorithm
to
quantify
these
observables
interacting
fermion
utilizing
determinant
Monte
Carlo
method.
We
have
applied
two-dimensional
square-lattice
half-filled
Hubbard
model
$\ensuremath{\pi}$-flux
t-V
model.
case
at
strong-coupling
our
method
showcases
accuracy
improvement
on
compared
conventional
methods
are
derived
from
internal
energy,
model,
indicate
offers
precise
determination
second-order
phase
transition.
also
illustrate
approach
delivers
highly
efficient
measurements
$n\mathrm{th}$
R\'enyi
Even
more
noteworthy
comes
without
incurring
increases
computational
complexity.
This
effectively
suppresses
fluctuations
can
be
easily
generalized
other
models.
SciPost Physics,
Journal Year:
2025,
Volume and Issue:
18(2)
Published: Feb. 17, 2025
Determinant
Quantum
Monte
Carlo
(DQMC)
provides
numerically
exact
solutions
for
strongly
correlated
fermionic
systems
but
faces
significant
computational
challenges
with
increasing
system
size.
While
submatrix
updates
were
originally
developed
Hirsch-Fye
QMC
onsite
interactions
at
finite
temperatures,
their
comprehensive
application
in
DQMC
has
remained
unexplored
despite
noted
algorithmic
similarities.
We
present
the
first
of
DQMC,
significantly
extending
beyond
original
scope
by
enabling
simulations
extended
and
zero
temperature.
Building
upon
conventional
fast
delay
updates,
our
generalized
implementation
achieves
an
order-of-magnitude
improvement
efficiency,
half-filled
Hubbard
model
on
lattices
up
to
8,000
sites
-
a
scale
previously
challenging
standard
implementations.
This
enhanced
capability
allows
us
accurately
determine
finite-temperature
phase
diagram
3D
half-filling.
Our
findings
not
only
shed
light
transitions
within
these
complex
also
pave
way
more
effective
electrons,
potentially
guiding
experimental
efforts
cold
atom
model.
Flat-bands
play
a
central
role
in
the
presence
of
correlated
phases
Moir\'e
and
other
modulated
two
dimensional
systems.
In
this
work,
flat-bands
are
shown
to
exist
uniaxially
periodic
strained
graphene.
Such
strain
should
be
produced
for
example
by
substrate.
The
model
is
thus
mapped
into
one-dimensional
effective
Hamiltonian
allows
find
conditions
having
flat-bands,
i.e.,
long-wavelength
modulation
only
on
each
one
bipartite
graphene
sublattices,
while
tagged
field
between
neighboring
carbon
atoms.
origin
such
tracked
down
existence
topological
localized
wavefunctions
at
domain
walls
separating
different
regions,
with
non-uniform
Su-Schriffer-Hegger
(SSH)
type
coupling.
Thereafter,
system
continuum
allowing
explain
numerical
results
terms
Jackiw-Rebbi
pseudo-Landau
levels.
Finally,
interplay
obtained
electron-electron
interaction
explored
through
Hubbard
model.
within
mean-field
approximation
indicate
that
induce
N\'eel
antiferromagnetic
ferromagnetic
domains
even
very
weak
interaction.
present
provides
simple
platform
understand
physical
levels
effects
Annals of Physics,
Journal Year:
2023,
Volume and Issue:
454, P. 169315 - 169315
Published: April 20, 2023
Many
interesting
physical
theories
have
analytic
classical
actions.
We
show
how
Feynman's
path
integral
may
be
defined
non-perturbatively,
for
such
theories,
without
a
Wick
rotation
to
imaginary
time.
start
by
introducing
class
of
smooth
regulators
which
render
interference
integrals
absolutely
convergent
and
thus
unambiguous.
The
analyticity
the
allows
us
use
Cauchy's
theorem
deform
integration
domain
onto
set
relevant,
complex
"thimbles"
(or
generalized
steepest
descent
contours)
each
associated
with
saddle.
regulator
can
then
removed
obtain
an
exact,
non-perturbative
representation.
why
usual
method
gradient
flow,
used
identify
relevant
saddles
finite-dimensional
oscillatory
integrals,
fails
in
infinite-dimensional
case.
For
troublesome
high
frequency
modes,
we
replace
it
call
"eigenflow"
employ
infinite-dimensional,
"eigenthimble"
over
real
time
is
convergent.
bound
modes
corresponding
Wiener
measure
free
particle.
Using
dominated
convergence
infer
that
interacting
defines
good
measure.
While
more
intricate
than
its
Euclidean
counterpart,
superior
several
respects.
It
seems
particularly
well-suited
as
quantum
gravity
where
theory
well
developed
but
does
not
exist.
Initial
characterizations
of
the
fermion
sign
problem
focused
on
its
evolution
with
spatial
lattice
size
$L$
and
inverse
temperature
$\ensuremath{\beta}$,
emphasizing
implications
exponential
nature
decay
average
$\ensuremath{\langle}\mathcal{S}\ensuremath{\rangle}$
for
complexity
solution
associated
limitations
quantum
Monte
Carlo
studies
strongly
correlated
materials.
Early
interest
was
also
density
$\ensuremath{\rho}$,
either
because
commensurate
filling
is
often
special
symmetries
which
absent,
or
particular
fillings
are
primary
targets,
e.g.,
those
densities,
maximize
superconducting
transition
(the
top
``dome''
cuprate
systems).
Here
we
describe
an
analysis
problem,
demonstrates
that
spin-resolved
$\ensuremath{\langle}{\mathcal{S}}_{\ensuremath{\sigma}}\ensuremath{\rangle}$
already
possesses
signatures
universal
behavior
traditionally
order
parameters,
even
in
absence
symmetry
protection
makes
$\ensuremath{\langle}\mathcal{S}\ensuremath{\rangle}=1$.
When
appropriately
scaled,
exhibits
crossings
data
collapse.
Moreover,
show
these
behaviors
occur
vicinity
critical
points
three
well-understood
models,
exhibiting
second-order
Kosterlitz-Thouless
phase
transitions.
Our
results
pave
way
using
as
a
minimal
correlator
can
potentially
criticality
variety
fermionic
many-body
problems.
SciPost Physics Codebases,
Journal Year:
2024,
Volume and Issue:
unknown
Published: May 28, 2024
We
introduce
the
SmoQyDQMC.jl
package,
a
Julia
implementation
of
determinant
quantum
Monte
Carlo
algorithm.
supports
generalized
tight-binding
Hamiltonians
with
on-site
Hubbard
and
electron-phonon
(
e
e
-ph)
interactions,
including
non-linear
-ph
coupling
anharmonic
lattice
potentials.
Our
uses
hybrid
methods
exact
forces
for
sampling
phonon
fields,
enabling
efficient
simulation
low-energy
branches,
acoustic
phonons.
The
package
also
flexible
scripting
interface,
allowing
users
to
adapt
it
different
workflows
interface
other
software
packages
in
ecosystem.
code
this
can
be
downloaded
from
our
GitHub
repository
at
https://github.com/SmoQySuite/SmoQyDQMC.jl
or
installed
using
manager.
online
documentation,
examples,
obtained
document
page
https://smoqysuite.github.io/SmoQyDQMC.jl/stable/.