arXiv (Cornell University),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Nov. 8, 2023
The
Matsubara
Green's
function
formalism
stands
as
a
powerful
technique
for
computing
the
thermodynamic
characteristics
of
interacting
quantum
many-particle
systems
at
finite
temperatures.In
this
manuscript,
our
focus
centers
on
introducing
MatsubaraFunctions.jl,
Julia
library
that
implements
data
structures
generalized
n-point
functions
frequency
grids.The
package's
architecture
prioritizes
user-friendliness
without
compromising
development
efficient
solvers
field
theories
in
equilibrium.Following
comprehensive
introduction
fundamental
types,
we
delve
into
thorough
examination
key
facets
interface.This
encompasses
avenues
accessing
functions,
techniques
extrapolation
and
interpolation,
well
incorporation
symmetries
variety
parallelization
strategies.Examples
increasing
complexity
serve
to
demonstrate
practical
utility
library,
supplemented
by
discussions
strategies
sidestepping
impediments
optimal
performance.calculations
[20-22],
...)
perform
better
when
one
is
interested
dynamic
properties
such
transport
or
response
functions.Another
popular
method,
dynamical
mean-field
theory
(DMFT)
has
been
immensely
successful;
particular
it
correctly
predicts
Mott
transition
Hubbard
model
[23].By
approximating
electron
self-energy
be
local,
however
disregards
non-local
correlation
effects,
leading
violation
Mermin-Wagner
theorem
[24,25]
failure
predict
pseudo-gap
[10].or
diagrammatic
[30])
extensions
DMFT
improve
front,
but
are
computationally
much
more
expensive.Ultimately,
choice
algorithm
guided
computational
resources
available
trade-off
between
accuracy
efficiency,
physical
insights
which
approximations
may
justified
than
others.A
common
motif
many
these
algorithms
they
rely
computation
n-particle
where
usually
n
=
1,
2.
Roughly
speaking,
describe
correlations
within
system
interest,
its
an
external
perturbation.In
thermal
equilibrium,
defined
imaginary-timeordered
allows
use
concepts
from
statistical
mechanics,
partition
free
energy.In
Fourier
space,
corresponding
frequencies
take
discrete
complex
values.This
widely
used
study
strongly
correlated
systems,
provides
tool
calculating
quantities,
specific
heat
magnetic
susceptibility,
properties,
optical
conductivity
[31,32].In
present
MatsubaraFunctions.jl,a
software
package
written
[33]
containers
equilibrium.More
specifically,
convenient
interface
quickly
prototyping
involving
multivariable
form
G
i
1
...in
(ω
,
...,
ω
m
),
with
lattice/orbital
indices
k
(k
n)
l
(l
m).In
attempt
mitigate
monilithic
code
design
superfluous
reproduction,
goal
promote
types
make
up
basic
building
blocks.We
implement
Julia,
since
some
recently
developed
methods,
pseudofermion
[34-41]
pseudo-Majorana
fRG
[42-45],
seem
have
implemented
preferred
programming
language.In
spirit
similar
efforts,
TRIQS
C++
[46],
therefore
aims
provide
foundation
related
codes
fast
enough
facilitate
large-scale
computations
high-performance
architectures,
while
remaining
flexible
easy
use.
Reports on Progress in Physics,
Journal Year:
2024,
Volume and Issue:
87(3), P. 036501 - 036501
Published: Jan. 19, 2024
Abstract
For
decades,
frustrated
quantum
magnets
have
been
a
seed
for
scientific
progress
and
innovation
in
condensed
matter.
As
much
as
the
numerical
tools
low-dimensional
magnetism
thrived
improved
recent
years
due
to
breakthroughs
inspired
by
information
computation,
higher-dimensional
can
be
considered
final
frontier,
where
strong
entanglement,
multiple
ordering
channels,
manifold
ways
of
paramagnetism
culminate.
At
same
time,
efforts
crystal
synthesis
induced
significant
increase
number
tangible
which
are
generically
three-dimensional
nature,
creating
an
urgent
need
quantitative
theoretical
modeling.
We
review
pseudo-fermion
(PF)
pseudo-Majorana
(PM)
functional
renormalization
group
(FRG)
their
specific
ability
address
magnetism.
First
developed
more
than
decade
ago,
PFFRG
interprets
Heisenberg
model
Hamiltonian
terms
Abrikosov
pseudofermions,
is
then
treated
diagrammatic
resummation
scheme
formulated
flow
m
-particle
pseudofermion
vertices.
The
article
reviews
state
art
PMFRG
discusses
application
exemplary
domains
magnetism,
but
most
importantly,
it
makes
algorithmic
implementation
details
these
methods
accessible
everyone.
By
thus
lowering
entry
barrier
application,
we
hope
that
this
will
contribute
towards
establishing
addressing
higher
spatial
dimensions.
The
numerical
study
of
high-dimensional
frustrated
quantum
magnets
remains
a
challenging
problem.
Here
we
present
an
extension
the
pseudo-Majorana
functional
renormalization
group
to
spin-1/2
XXZ-type
Hamiltonians
with
field
or
magnetization
along
spin-Z
direction
at
finite
temperature.
We
consider
U(1)
symmetry-adapted
fermionic
spin
representation
and
derive
diagrammatic
framework
its
flow
equations.
discuss
benchmark
results
application
two
antiferromagnetic
triangular
lattice
materials
recently
studied
in
experiments
applied
magnetic
fields:
First,
numerically
reproduce
data
measured
for
CeMgAl11O19
confirming
model
parameters
previously
estimated
from
inelastic
neutron
spectrum
high
fields.
Second,
showcase
accuracy
our
method
by
studying
thermal
phase
transition
into
solid
up-up-down
Na2BaCo(PO4)2
good
agreement
experiment.
Published
American
Physical
Society
2025
Physical Review Letters,
Journal Year:
2025,
Volume and Issue:
134(8)
Published: Feb. 27, 2025
The
recent
experimental
detection
of
the
onset
a
dynamically
prepared,
gapped
Z2
quantum
spin
liquid
on
ruby
lattice
brought
physics
frustrated
magnetism
and
gauge
theory
to
Rydberg
tweezer
arrays
[Semeghini
,
Probing
topological
liquids
programmable
simulator,
].
thermodynamic
properties
such
models
remain
inadequately
addressed,
yet
knowledge
thereof
is
indispensable
if
one
wants
prepare
large,
robust,
long-lived
liquids.
Using
large
scale
Monte
Carlo
simulations
we
find
in
model
renormalized
classical
with
constant
entropy
density
S/N
approaching
ln(2)/6
limit
for
all
moderate
values
detuning
δ
starting
from
T/Ω∼0.5
(in
units
Rabi
frequency
Ω)
down
lowest
temperatures
could
simulate,
T/Ω∼0.01.
With
van
der
Waals
interactions,
plateaus
are
still
found
but
its
value
shifts
δ.
We
comment
implications
adiabatic
approximation
dynamical
ramps
electric
degrees
freedom,
which
leads
reinterpretation
observations.
Published
by
American
Physical
Society
2025
Physical review. A/Physical review, A,
Journal Year:
2025,
Volume and Issue:
111(1)
Published: Jan. 31, 2025
Rydberg
tweezer
arrays
provide
a
versatile
platform
to
explore
quantum
magnets
with
dipolar
XY
or
van
der
Waals
Ising
ZZ
interactions.
Here,
we
propose
scheme
combining
and
interactions
between
two
states,
where
the
amplitude
of
latter
can
be
greater
than
that
former,
realizing
an
extended
Hubbard
model
long-range
tunnelings
in
optical
arrays.
On
triangular
lattice
repulsive
interactions,
predict
existence
robust
supersolid
phase
critical
entropy
per
particle
S/N≈0.19
accessible
current
experiments
supported
by
large-scale
Monte
Carlo
simulations.
We
further
demonstrate
experimental
feasibility
identifying
pairs
states
Rb87
required
Such
is
long
lived,
found
over
wide
parameter
range
isotropic
flat
two-dimensional
geometry,
realized
for
hundreds
particles
allowing
one
directly
probe
defect-induced
picture
supersolids.
Its
thermodynamical
dynamical
properties
hence
studied
at
far
larger
scale
hitherto
possible.
Published
American
Physical
Society
2025
We
implement
the
temperature
flow
scheme
first
proposed
by
Honerkamp
and
Salmhofer
[Phys.
Rev.
B
64,
184516
(2001)]
into
pseudo-Majorana
functional
renormalization
group
method
for
quantum
spin
systems.
Since
parameter
in
this
approach
is
a
physical
quantity,
$T$,
numerical
efficiency
increases
significantly
compared
to
more
conventional
parameters,
especially
when
computing
finite-temperature
phase
diagrams.
apply
determine
diagram
of
${J}_{1}\text{\ensuremath{-}}{J}_{2}$
Heisenberg
model
on
simple
cubic
lattice,
where
our
findings
support
claims
vanishingly
small
nonmagnetic
around
high
frustration
point
${J}_{2}=0.25{J}_{1}$.
Perhaps
most
importantly,
we
find
be
advantageous
detecting
transitions
as,
construction,
transition
never
encountered
at
an
artificial,
unphysical
cutoff
parameter.
Finally,
dipolar
XXZ
square
rich
with
large
regime
down
lowest
accessible
temperatures.
Wherever
comparison
error-controlled
(quantum)
Monte
Carlo
methods
applicable,
excellent
quantitative
agreement
less
than
$5%$
deviation
from
numerically
exact
results.
Physical Review Research,
Journal Year:
2025,
Volume and Issue:
7(1)
Published: Jan. 10, 2025
Recently,
large
degeneracy
based
on
product
eigenstates
has
been
found
in
spin
ladders,
kagome-like
lattices,
and
motif
magnetism,
connected
to
liquids,
anyonic
phases,
quantum
scars.
We
unify
these
systems
by
a
complete
classification
of
Heisenberg
XXZ
Hamiltonians
with
Dzyaloshinskii-Moriya
interaction
general
graphs
the
form
Kirchhoff
rules
for
supercurrents.
By
this,
we
construct
extensive
degree
linked
exotic
condensates
which
could
be
studied
atomic
gases
lattices.
Published
American
Physical
Society
2025
Physical review. A/Physical review, A,
Journal Year:
2025,
Volume and Issue:
111(2)
Published: Feb. 6, 2025
We
investigate
a
generalized
antiferromagnetic
cluster
XY
model
in
transverse
magnetic
field,
where
long-range
interactions
decay
algebraically
with
distance.
This
can
be
exactly
solvable
within
free
fermion
framework.
By
analyzing
the
gap,
we
explicitly
derive
critical
exponents
$\nu$
and
$z$,
finding
that
relationship
$\nu
z
=
1$
still
holds.
However,
values
of
$z$
depend
on
decaying
exponent
$\alpha$,
contrast
to
those
for
quantum
Ising
chain.
To
optimize
scaling
behavior,
verify
these
using
correlation
functions
fidelity
susceptibility,
achieving
excellent
data
collapse
across
various
system
sizes
by
adjusting
fitting
parameters.
Finally,
compute
entanglement
entropy
at
point
determine
central
charge
$c$,
find
it
also
varies
$\alpha$.
study
provides
insights
into
unique
effect
properties
spin
systems.
We
calculate
the
magnetic
phase
diagram
of
spin-1/2
nearest
neighbor
XXZ
pyrochlore
model
using
pseudo-Majorana
functional
renormalization
group
in
temperature
flow
formalism.
Our
as
a
function
and
coupling
ratio,
allowing
both
longitudinal
transverse
couplings
to
be
ferromagnetic
antiferromagnetic,
reveals
large
nonmagnetic
regime
at
low
temperatures,
which
includes
quantum
spin
ice
near
antiferromagnetic
Ising
model,
well
Heisenberg
XY
models.
are
able
detect
transitions
via
critical
finite
size
scaling
down
temperatures
two
orders
magnitude
smaller
than
interactions,
demonstrating
remarkably
good
performance
our
method
upon
approaching
ground
state.
Specifically,
low-temperature
transition
from
zero-flux
into
shows
very
agreement
with
previous
Monte
Carlo
results.
Comparing
findings
classical
results,
we
identify
order-by-disorder
effect
model.
In
magnetically
disordered
regimes,
find
characteristic
patterns
broadened
pinch
points
structure
factor
investigate
their
evolution
when
ordered
phases.
also
compute
linear
responses
lattice
symmetry
breaking
perturbations
possible
nematic
state
Published
by
American
Physical
Society
2025