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A New Method of Calculating the Spin-Wave Velocity of Spin-1/2 Antiferromagnets With Symmetry in a Monte Carlo Simulation
Motivated by the so-called cubical regime in magnon chiral perturbation
theory, we propose a new method to calculate the low-energy constant, namely
the spin-wave velocity of spin-1/2 antiferromagnets with symmetry in
a Monte Carlo simulation. Specifically we suggest that can be determined by
when the squares of the spatial and temporal winding numbers are
tuned to be the same in the Monte Carlo calculations. Here and are
the inverse temperature and the box size used in the simulations when this
condition is met. We verify the validity of this idea by simulating the quantum
spin-1/2 XY model. The obtained by using the squares of winding numbers is
given by which is consistent with the known values of in
the literature. Unlike other conventional approaches, our new idea provides a
direct method to measure . Further, by simultaneously fitting our Monte
Carlo data of susceptibilities and spin susceptibilities to
their theoretical predictions from magnon chiral perturbation theory, we find
is given by which agrees with the one we obtain by the
new method of using the squares of winding numbers. The low-energy constants
magnetization density and spin stiffenss of quantum spin-1/2
XY model are determined as well and are given by
and , respectively. Thanks to the prediction power of
magnon chiral perturbation theory which puts a very restricted constraint among
the low-energy constants for the model considered here, the accuracy of we present in this study is much precise than previous Monte Carlo result.Comment: 5 pages, 7 figure
스태거드 페르미온을 이용한 격자 양자색역학에서 파이온 붕괴 상수와 초표준모형 B 파라미터의 계산
학위논문 (박사)-- 서울대학교 대학원 : 물리·천문학부(물리학전공), 2013. 2. 이원종.In part I, we calculate the next-to-leading order corrections to pion decay constants for the taste non-Goldstone pions using staggered chiral perturbation theory. This is a generalization of the calculation for the taste Goldstone case. New low-energy couplings are limited to analytic corrections that vanish in the continuum limitthe chiral logarithms contain no new couplings. We report results for quenched, fully dynamical, and partially quenched cases of interest in the chiral SU(3) and SU(2) theories. The results can be used to refine existing determinations of decay constants and low energy constants.
In part II, we calculate the beyond the standard model B-parameters using HYP-smeared improved staggered fermions on the MILC asqtad lattices with Nf = 2 + 1 flavors. We use three different lattice spacings (a ? 0.045, 0.06 and 0.09 fm) to obtain the continuum results. Operator matching is done using one-loop perturbative matching, and results are run to 2 and 3 GeV in the MS scheme. For the chiral and continuum extrapolations, we use SU(2) staggered chiral perturbation theory. We present preliminary results with only statistical errors.
In part III, we give a detailed introduction to the data anlysis including basic probability theory, error anlalysis techniques and least chi-square fitting method. We also explain how to analyse highly correlated data by applying a number of prescriptions such as diagonal approximation, singular value decomposition (SVD) method and Bayesian method. We propose a brand new method, the eigenmode shift method which allows a full covariance fitting without modifying the covariance matrix.1. Introduction
1.1. Quantum chromodynamics
1.2. Lattice QCD
1.3. Recent progress of the lattice calculation
1.4. Summary of this thesis
1.4.1. Decay constants in staggered chiral perturbation theory
1.4.2. Kaon mixing matrix elements from BSM operators
1.4.3. Art of data analysis
2. QCD on the Lattice
2.1. Gluons on the lattice
2.2. Fermions on the lattice
2.2.1. Fermion doubling
2.2.2. Wilson fermions
2.2.3. Staggered fermions
3. Chiral Perturbation Theory
3.1. Introduction to chiral perturbation theory
3.1.1. Chiral Effective Lagrangian
3.2. Staggered chiral perturbation theory
3.2.1. Chiral Lagrangian for staggered quarks
3.2.2. Propagators
4. Decay Constants in Staggered Chiral Perturbation Theory
4.1. Chiral Lagrangian that contribute to the decay constants at NLO
4.2. Decay constants of flavor-charged pseudo-goldstone bosons
4.2.1. Wavefunction renormalization correction
4.2.2. Current correction
4.2.3. Next-to-leading order analytic contributions
4.3. Results
4.3.1. SU(3) chiral perturbation theory
4.3.1.1. Fully dynamical case
4.3.1.2. Partially quenched case
4.3.1.3. Quenched case
4.3.2. SU(2) chiral perturbation theory
4.3.2.1. Fully dynamical case
4.3.2.2. Partially quenched case
4.4. Conclusion
5. Introduction to the Kaon Mixing Matrix Elements from BSM Operators
5.1. Kaon mixing matrix elements from the Standard Model
5.2. Kaon mixing matrix elements from beyond the Standard Model
6. Numerical Study of Kaon Mixing Matrix Elements from BSM Operators
6.1. Computation of BSM B-parameters
6.2. SU(2) fitting
6.3. RG evolution
6.4. Continuum extrapolation
6.5. Conclusion
7. Basic Probability Theory
7.1. Mean and variance
7.1.1. Probability and probability distribution
7.1.2. Mean and variance
7.1.3. Sample mean and sample variance
7.1.4. Fundamental theorems of probability
7.2. Special distributions
7.2.1. Normal distribution
7.2.2. chi-square-distribution and noncentral chi-square-distribution
8. Error Analysis
8.1. Propagation of error
8.2. Resampling methods
8.2.1. Bootstrap method
8.2.2. Jackknife method
8.3. Calculating error of error
8.4. Dealing with Jackknife samples
8.4.1. From jackknife samples to original samples
8.4.2. From jackknife results to bootstrap results
9. Least chi-square Fitting
9.1. Theory of least chi-square fitting
9.1.1. Uncorrelated chi-square
9.1.2. Correlated chi-square
9.1.3. Quality of the fit
9.1.4. Uncertainty of fitting parameters
9.2. Constrained fitting
9.3. Finding fitting parameters
9.3.1. Fitting data to linear functions
9.3.2. Fitting data to nonlinear functions
10.Covariance Fitting of Highly Correlated Data
10.1. Trouble with correlated data fitting
10.2. Prescriptions
10.2.1. Diagonal approximation
10.2.2. Cutoff method
10.2.3. Eigenmode shift method
10.2.3.1. Equivalence of cutoff method and unconstrained ES method
10.2.4. Bayesian method
10.2.5. Probability distribution of minimized chi-square
10.2.5.1. Distribution of chi-square for the full covariance fitting
10.2.5.2. Distribution of chi-square for the cutoff method
10.2.5.3. Distribution of chi-square for the ES method
10.2.6. An example of fitting with random data
11.Multidimensional Function Minimizer
11.1. Amoeba method
11.2. Conjugate gradient algorithm
11.2.1. Calculation of α(i)
11.2.2. Calculation of β(i+1)
11.2.3. Convergence
11.2.4. Practical implementation
11.2.5. Variants
11.3. Function minimization using CG
11.3.1. Minimization of quadratic functions
11.3.2. Outline of minimization for general functions
11.3.3. Calculation of β(i+1)
11.3.4. Calculation of α(i)
11.3.5. Limits
11.3.6. Practical implementation
11.4. Function minimization using Newton method
11.4.1. Outline of Newton method
A. Noether current
B. Gamma function
C. A Derivation of the Probability Distribution Function of chi-square distribution
C.1. chi-square distribution with one degrees of freedom
C.2. chi-square distribution with two degrees of freedom
C.3. chi-square distribution with k degrees of freedom
D. Error of Jackknife Estimation for Variance of Mean
BibliographyDocto
Light pseudoscalar decay constants, quark masses, and low energy constants from three-flavor lattice QCD
As part of our program of lattice simulations of three flavor QCD with
improved staggered quarks, we have calculated pseudoscalar meson masses and
decay constants for a range of valence quark masses and sea quark masses on
lattices with lattice spacings of about 0.125 fm and 0.09 fm. We fit the
lattice data to forms computed with staggered chiral perturbation theory. Our
results provide a sensitive test of the lattice simulations, and especially of
the chiral behavior, including the effects of chiral logarithms. We find:
f_\pi=129.5(0.9)(3.5)MeV, f_K=156.6(1.0)(3.6)MeV, and f_K/f_\pi=1.210(4)(13),
where the errors are statistical and systematic. Following a recent paper by
Marciano, our value of f_K/f_\pi implies |V_{us}|=0.2219(26). Further, we
obtain m_u/m_d= 0.43(0)(1)(8), where the errors are from statistics, simulation
systematics, and electromagnetic effects, respectively. The data can also be
used to determine several of the constants of the low energy effective
Lagrangian: in particular we find 2L_8-L_5=-0.2(1)(2) 10^{-3} at chiral scale
m_\eta. This provides an alternative (though not independent) way of estimating
m_u; 2L_8-L_5 is far outside the range that would allow m_u=0. Results for
m_s^\msbar, \hat m^\msbar, and m_s/\hat m can be obtained from the same lattice
data and chiral fits, and have been presented previously in joint work with the
HPQCD and UKQCD collaborations. Using the perturbative mass renormalization
reported in that work, we obtain m_u^\msbar=1.7(0)(1)(2)(2)MeV and
m_d^\msbar=3.9(0)(1)(4)(2)MeV at scale 2 GeV, with errors from statistics,
simulation, perturbation theory, and electromagnetic effects, respectively.Comment: 86 pages, 22 figures. v3: Remarks about m_u=0 and the strong CP
problem modified; reference added. Figs 5--8 modified for clarity. Version to
be published in Phys. Rev. D. v2: Expanded discussion of finite volume
effects, normalization in Table I fixed, typos and minor errors correcte
Full nonperturbative QCD simulations with 2+1 flavors of improved staggered quarks
Dramatic progress has been made over the last decade in the numerical study
of quantum chromodynamics (QCD) through the use of improved formulations of QCD
on the lattice (improved actions), the development of new algorithms and the
rapid increase in computing power available to lattice gauge theorists. In this
article we describe simulations of full QCD using the improved staggered quark
formalism, ``asqtad'' fermions. These simulations were carried out with two
degenerate flavors of light quarks (up and down) and with one heavier flavor,
the strange quark. Several light quark masses, down to about 3 times the
physical light quark mass, and six lattice spacings have been used. These
enable controlled continuum and chiral extrapolations of many low energy QCD
observables. We review the improved staggered formalism, emphasizing both
advantages and drawbacks. In particular, we review the procedure for removing
unwanted staggered species in the continuum limit. We then describe the asqtad
lattice ensembles created by the MILC Collaboration. All MILC lattice ensembles
are publicly available, and they have been used extensively by a number of
lattice gauge theory groups. We review physics results obtained with them, and
discuss the impact of these results on phenomenology. Topics include the heavy
quark potential, spectrum of light hadrons, quark masses, decay constant of
light and heavy-light pseudoscalar mesons, semileptonic form factors, nucleon
structure, scattering lengths and more. We conclude with a brief look at highly
promising future prospects.Comment: 157 pages; prepared for Reviews of Modern Physics. v2: some rewriting
throughout; references update
Nucleon-Nucleon Interaction: A Typical/Concise Review
Nearly a recent century of work is divided to Nucleon-Nucleon (NN)
interaction issue. We review some overall perspectives of NN interaction with a
brief discussion about deuteron, general structure and symmetries of NN
Lagrangian as well as equations of motion and solutions. Meanwhile, the main NN
interaction models, as frameworks to build NN potentials, are reviewed
concisely. We try to include and study almost all well-known potentials in a
similar way, discuss more on various commonly used plain forms for two-nucleon
interaction with an emphasis on the phenomenological and meson-exchange
potentials as well as the constituent-quark potentials and new ones based on
chiral effective field theory and working in coordinate-space mostly. The
potentials are constructed in a way that fit NN scattering data, phase shifts,
and are also compared in this way usually. An extra goal of this study is to
start comparing various potentials forms in a unified manner. So, we also
comment on the advantages and disadvantages of the models and potentials partly
with reference to some relevant works and probable future studies.Comment: 85 pages, 5 figures, than the previous v3 edition, minor changes, and
typos fixe
Neutral B-meson mixing from three-flavor lattice QCD: Determination of the SU(3)-breaking ratio \xi
We study SU(3)-breaking effects in the neutral B_d-\bar B_d and B_s-\bar B_s
systems with unquenched N_f=2+1 lattice QCD. We calculate the relevant matrix
elements on the MILC collaboration's gauge configurations with asqtad-improved
staggered sea quarks. For the valence light-quarks (u, d, and s) we use the
asqtad action, while for b quarks we use the Fermilab action. We obtain
\xi=f_{B_s}\sqrt{B_{B_s}}/f_{B_d}\sqrt{B_{B_d}}=1.268+-0.063. We also present
results for the ratio of bag parameters B_{B_s}/B_{B_d} and the ratio of CKM
matrix elements |V_{td}|/|V_{ts}|. Although we focus on the calculation of \xi,
the strategy and techniques described here will be employed in future extended
studies of the B mixing parameters \Delta M_{d,s} and \Delta\Gamma_{d,s} in the
Standard Model and beyond.Comment: 36 pages, 7 figure
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