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Stochastic methods for the fermion determinant in lattice quantum chromodynamics / von Jacob Friedrich Finkenrath. 2015
Inhalt
Introduction
Theory
Strong Interaction
Chiral Symmetry
Feynman's Path Integral
Path Integral with Fermions
Gluons on the Lattice
Wilson Fermions
Monte Carlo Methods
Hybrid Monte Carlo Algorithm
Numerical Computation of Determinants
Definition of the Pseudofermion Integral
Stochastic Estimation
Fluctuations
Fluctuations of Ratio Matrices controlled by Interpolation
Techniques for Lattice QCD
Domain Decomposition
Schur Complement
DD in LQCD
Correlations
Observables
Correlation Functions on the Lattice
Gluonic Observable t0
Topological Charge
Mass Reweighting
Reweighting Factor
Fluctuations
Statistical Errors of Reweighting
Mass Reweighting
Stochastic Fluctuations
Mass Interpolation
Domain Decomposition
Twisted–mass Detour
Scaling of Stochastic Fluctuations
Ensemble Fluctuations
Scaling of Ensemble Fluctuations
Errors
Bias
Beta-Shift
Applications
Critical Mass
Scale setting with t0
Tuning of bare Mass Parameters
Tuning of u, d and s
Strange Quark Reweighting
Isospin Reweighting
Electromagnetic Reweighting
Conclusion
Summary
Prospects
Partial Stochastic Multi Step Algorithm
Fluctuation and Acceptance
Stochastic Fluctuations
Gauge Field Interpolation
Relative Gauge Fixing
Domain Decomposition
Numerical Results
Ensemble Fluctuations
Hierarchical Steps
Correlations
Numerical Tests
Master Theorem
Acceptance Rate
Autocorrelation
Conclusion
Partially smeared HYP-runs
Runs
Results
Prospects
UV - Improvements
IR - Improvements
Conclusion
Mass–Split Domain Decomposition HMC Algorithm
Properties of the Algorithm
Motivation
MDD-HMC Simulations
Shift of the Blocks
Properties of the Reweighting
Costs
Conclusion
Conclusion
Appendix
Proof of the Integral Representation
Integral
Proof: Gauß Elimination without Gauß Elimination
Fluctuations
Fluctuations of a complex Estimate
Fluctuations by using Stochastic Estimation
Expansion
Comparing with nth Root
Recursive Domain Decomposition
Error
Error and Bias
Error and Bias in the Case of Reweighting
Expansion
Detailed Balance
Accept–reject Steps with exact Weight
Accept–reject Steps with partial stochastic Weight
Accept–reject Steps with Gauge field Interpolation
Remarks
Plain Wilson Ensembles at = 5.5