Stability of complex Langevin dynamics in effective models
arXiv:1212.5231 · doi:10.1007/JHEP03(2013)073
Abstract
The sign problem at nonzero chemical potential prohibits the use of importance sampling in lattice simulations. Since complex Langevin dynamics does not rely on importance sampling, it provides a potential solution. Recently it was shown that complex Langevin dynamics fails in the disordered phase in the case of the three-dimensional XY model, while it appears to work in the entire phase diagram in the case of the three-dimensional SU(3) spin model. Here we analyse this difference and argue that it is due to the presence of the nontrivial Haar measure in the SU(3) case, which has a stabilizing effect on the complexified dynamics. The freedom to modify and stabilize the complex Langevin process is discussed in some detail.
29 pages, several eps figures; minor clarifications added, to appear in JHEP
References in corpus (10)
- Can stochastic quantization evade the sign problem? -- the relativistic Bose gas at finite chemical potential
- Lattice simulations of real-time quantum fields
- Gauge cooling in complex Langevin for QCD with heavy quarks
- Stochastic quantization at finite chemical potential
- Real-time gauge theory simulations from stochastic quantization with optimized updating
- Onset Transition to Cold Nuclear Matter from Lattice QCD with Heavy Quarks
- Flux representation of an effective Polyakov loop model for QCD thermodynamics
- Monte Carlo simulation of the SU(3) spin model with chemical potential in a flux representation
- Real-time gauge theory simulations from stochastic quantization using optimized updating
- Temporal breakdown and Borel resummation in the complex Langevin method
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- Introductory lectures on lattice QCD at nonzero baryon number
- On the phase structure and thermodynamics of QCD
- Some remarks on Lefschetz thimbles and complex Langevin dynamics
- Complex Langevin and other approaches to the sign problem in quantum many-body physics
- Complex Langevin dynamics and zeroes of the fermion determinant
- Lefschetz thimble structure in one-dimensional lattice Thirring model at finite density
- Simulating QCD at nonzero baryon density to all orders in the hopping parameter expansion
- Complex Langevin dynamics for dynamical QCD at nonzero chemical potential: a comparison with multi-parameter reweighting
- Complex Langevin dynamics and other approaches at finite chemical potential
- The density of states approach to dense quantum systems
- Localised distributions and criteria for correctness in complex Langevin dynamics
- Controlling Complex Langevin simulations of lattice models by boundary term analysis
- Complex Langevin Simulation of a Random Matrix Model at Nonzero Chemical Potential
- Complex Langevin simulations and the QCD phase diagram: Recent developments
- Dynamical stabilisation of complex Langevin simulations of QCD
- Thirring model at finite density in 0+1 dimensions with stochastic quantization: Crosscheck with an exact solution
- Anatomy of the sign-problem in heavy-dense QCD
- Thirring model at finite density in 2+1 dimensions with stochastic quantization
- Reweighting Lefschetz Thimbles
- Towards learning optimized kernels for complex Langevin
- Complex Langevin method applied to the 2D Yang-Mills theory
- Stabilizing complex Langevin for real-time gauge theories with an anisotropic kernel
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- Cooling Stochastic Quantization with colored noise
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- Restricted phase-space approximation in real-time stochastic quantization
- Simulating Yang-Mills theories with a complex coupling
- Analytical studies of the complex Langevin equation with a Gaussian Ansatz and multiple solutions in the unstable region
- Beyond complex Langevin equations II: a positive representation of Feynman path integrals directly in the Minkowski time
- The Discrete Langevin Machine: Bridging the Gap Between Thermodynamic and Neuromorphic Systems
- Contribution to understanding the phase structure of strong interaction matter: Lee-Yang edge singularities from lattice QCD
- Getting even with CLE
- Lefschetz thimble-inspired weight regularizations for complex Langevin simulations
- Fermion Bag Approach for Massive Thirring Model at Finite Density
- Towards sampling complex actions
- Hopping parameter expansion to all orders using the complex Langevin equation
- Positive representations of complex distributions on groups
- Extending complex Langevin simulations to full QCD at nonzero density
- Lefschetz Thimbles and Quantum Phases in Zero-Dimensional Bosonic Models
- Necessary and sufficient conditions for correctness of complex Langevin
- Performance of Complex Langevin Simulation in 0+1 dimensional massive Thirring model at finite density
- On the validity of complex Langevin method for path integral computations
- Comparison between Fermion Bag Approach and Complex Langevin Dynamics for Massive Thirring Model at Finite Density in 0 + 1 Dimensions
- Combining complex Langevin dynamics with score-based and energy-based diffusion models
- On Complex Langevin Dynamics and the Evaluation of Observables
- Correctness criteria for complex Langevin