Compactness of quantics tensor train representations of local imaginary-time propagators
Haruto Takahashi,
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Rihito Sakurai,
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Hiroshi Shinaoka
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et al.
SciPost Physics,
Journal Year:
2025,
Volume and Issue:
18(1)
Published: Jan. 8, 2025
Space-time
dependence
of
imaginary-time
propagators,
vital
for
ab
initio
and
many-body
calculations
based
on
quantum
field
theories,
has
been
revealed
to
be
compressible
using
Quantum
Tensor
Trains
(QTTs)
[Phys.
Rev.
X
13,
021015
(2023)].
However,
the
impact
system
parameters,
like
temperature,
data
size
remains
underexplored.
This
paper
provides
a
comprehensive
numerical
analysis
compactness
local
propagators
in
QTT
one-time/-frequency
objects
two-time/-frequency
objects,
considering
truncation
terms
Frobenius
maximum
norms.
To
study
worst-case
scenarios,
we
employ
random
pole
models,
where
number
poles
grows
logarithmically
with
inverse
temperature
coefficients
are
random.
The
Green’s
functions
generated
by
these
models
expected
more
difficult
compress
than
those
from
physical
systems.
reveals
that
highly
QTT,
outperforming
state-of-the-art
approaches
such
as
intermediate
representation
discrete
Lehmann
reprensentation.
For
bond
dimensions
saturate
at
low
temperatures,
especially
norm.
We
provide
counting-number
arguments
saturation
while
origin
this
clarified.
paper’s
findings
highlight
critical
need
further
research
selection
methods,
tolerance
levels,
choice
between
imaginary-frequency
representations
practical
applications.
Language: Английский
Analytic Continuation of Multipoint Correlation Functions
Annalen der Physik,
Journal Year:
2024,
Volume and Issue:
536(7)
Published: May 1, 2024
Abstract
Conceptually,
the
Matsubara
formalism
(MF),
using
imaginary
frequencies,
and
Keldysh
(KF),
formulated
in
real
give
equivalent
results
for
systems
thermal
equilibrium.
The
MF
has
less
complexity
is
thus
more
convenient
than
KF.
However,
computing
dynamical
observables
requires
analytic
continuation
from
to
frequencies.
well‐known
two‐point
correlation
functions
(having
one
frequency
argument),
but,
multipoint
correlators,
a
straightforward
recipe
deducing
all
components
correlator
had
not
been
yet.
Recently,
representation
of
KF
correlators
terms
formalism‐independent
partial
spectral
formalism‐specific
kernels
was
introduced
by
Kugler,
Lee,
von
Delft
[Phys.
Rev.
X
11,
041006
(2021)].
This
used
formally
elucidate
connection
between
both
formalisms.
How
can
be
analytically
continued
recover
yield
its
counterpart
shown.
procedure
illustrated
various
Hubbard
atom.
Language: Английский
Subleading logarithmic behavior in the parquet formalism
Physical review. B./Physical review. B,
Journal Year:
2025,
Volume and Issue:
111(8)
Published: Feb. 27, 2025
The
Fermi-edge
singularity
in
x-ray
absorption
spectra
of
metals
is
a
paradigmatic
case
logarithmically
divergent
perturbation
series.
Prior
work
has
thoroughly
analyzed
the
leading
logarithmic
terms.
Here,
we
investigate
theory
beyond
logarithms
and
formulate
self-consistent
equations
to
incorporate
all
next-to-leading
This
parquet
solution
goes
previous
first-order
sheds
new
light
on
formalism
regarding
behavior.
We
present
numerical
results
Matsubara
discuss
characteristic
power
laws.
also
show
that,
within
single-boson
exchange
framework,
multi-boson
diagrams
are
needed
already
at
level.
Published
by
American
Physical
Society
2025
Language: Английский
Dynamical Scaling and Planckian Dissipation Due to Heavy-Fermion Quantum Criticality
Physical Review Letters,
Journal Year:
2025,
Volume and Issue:
134(10)
Published: March 10, 2025
We
study
dynamical
scaling
associated
with
a
Kondo-breakdown
quantum-critical
point
(KB
QCP)
of
the
periodic
Anderson
model,
treated
by
two-site
cellular
mean-field
theory
(2CDMFT).
In
region,
staggered-spin
susceptibility
exhibits
ω/T
scaling.
propose
ansatz
that
describes
this
behavior
and
reveals
Planckian
dissipation
for
longest-lived
excitations.
The
current
follows
same
scaling,
leading
to
strange-metal
optical
conductivity
resistivity.
Importantly,
is
driven
strong
short-ranged
vertex
contributions,
not
single-particle
decay.
This
suggests
KB
QCP
described
2CDMFT
novel
(i.e.,
disorder-free)
fixed
point.
Our
results
match
experimental
observations
on
YbRh2Si2
CeCoIn5.
Published
American
Physical
Society
2025
Language: Английский
Two-particle calculations with quantics tensor trains: Solving the parquet equations
Physical Review Research,
Journal Year:
2025,
Volume and Issue:
7(2)
Published: April 24, 2025
We
present
an
application
of
quantics
tensor
trains
(QTTs)
and
cross
interpolation
(TCI)
to
the
solution
a
full
set
self-consistent
equations
for
multivariate
functions,
so-called
parquet
equations.
show
that
steps
needed
evaluate
(Bethe-Salpeter
equations,
equation,
Schwinger-Dyson
equation)
can
be
decomposed
into
basic
operations
on
QTT-TCI
compressed
objects.
The
repeated
these
does
not
lead
loss
accuracy
beyond
specified
tolerance
iterative
scheme
converges
even
numerically
demanding
parameters.
As
examples,
we
take
Hubbard
model
in
atomic
limit
single
impurity
Anderson
model,
where
objects
two-particle
vertices,
depend
three
frequencies,
but
momenta.
results
this
approach
is
able
overcome
major
computational
bottlenecks
standard
numerical
methods.
applied
methods
allow
exponential
increase
number
grid
points
included
calculations,
corresponding
reduction
error,
linear
cost.
Published
by
American
Physical
Society
2025
Language: Английский
Real-frequency quantum field theory applied to the single-impurity Anderson model
Anxiang Ge,
No information about this author
Nepomuk Ritz,
No information about this author
Elias Walter
No information about this author
et al.
arXiv (Cornell University),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Jan. 1, 2023
A
major
challenge
in
the
field
of
correlated
electrons
is
computation
dynamical
correlation
functions.
For
comparisons
with
experiment,
one
interested
their
real-frequency
dependence.
This
difficult
to
compute,
as
imaginary-frequency
data
from
Matsubara
formalism
require
analytic
continuation,
a
numerically
ill-posed
problem.
Here,
we
apply
quantum
theory
single-impurity
Anderson
model
(AM),
using
Keldysh
instead
direct
access
self-energy
and
susceptibilities
on
axis.
We
present
results
functional
renormalization
group
(fRG)
at
one-loop
level
solving
self-consistent
parquet
equations
approximation.
In
contrast
previous
fRG
works,
employ
parametrization
four-point
vertex
which
captures
its
full
dependence
three
arguments.
compare
our
benchmark
obtained
numerical
second-order
perturbation
theory.
find
that
capturing
frequency
significantly
improves
compared
implementations,
yields
best
agreement
NRG
data,
but
only
feasible
up
moderate
interaction
strengths.
Our
methodical
advances
pave
way
for
treating
more
complicated
models
future.
Language: Английский