Adaptive stepsize and instabilities in complex Langevin dynamics
arXiv:0912.0617 · doi:10.1016/j.physletb.2010.03.012
Abstract
Stochastic quantization offers the opportunity to simulate field theories with a complex action. In some theories unstable trajectories are prevalent when a constant stepsize is employed. We construct algorithms for generating an adaptive stepsize in complex Langevin simulations and find that unstable trajectories are completely eliminated. To illustrate the generality of the approach, we apply it to the three-dimensional XY model at nonzero chemical potential and the heavy dense limit of QCD.
12 pages, several eps figures; clarification and minor corrections added, to appear in PLB
References in corpus (8)
- Can stochastic quantization evade the sign problem? -- the relativistic Bose gas at finite chemical potential
- Lattice simulations of real-time quantum fields
- Stochastic quantization at finite chemical potential
- Real-time gauge theory simulations from stochastic quantization with optimized updating
- Method for simulating O(N) lattice models at finite density
- Complex Langevin Equations and Schwinger-Dyson Equations
- A Model for QCD at High Density and Large Quark Mass
- Effective Potential for Complex Langevin Equations
Cited by in corpus (88)
- Complex Langevin: Etiology and Diagnostics of its Main Problem
- Review on novel methods for lattice gauge theories
- Hybrid Monte Carlo on Lefschetz Thimbles -- A study of the residual sign problem
- Finite-density lattice QCD and sign problem: current status and open problems
- Controlling complex Langevin dynamics at finite density
- The argument for justification of the complex Langevin method and the condition for correct convergence
- Introductory lectures on lattice QCD at nonzero baryon number
- Complex Langevin dynamics in the SU(3) spin model at nonzero chemical potential revisited
- Some remarks on Lefschetz thimbles and complex Langevin dynamics
- Complex Langevin dynamics and zeroes of the fermion determinant
- Complex Langevin and other approaches to the sign problem in quantum many-body physics
- Complex Langevin analysis of the space-time structure in the Lorentzian type IIB matrix model
- Lefschetz thimble structure in one-dimensional lattice Thirring model at finite density
- Stability of complex Langevin dynamics in effective models
- 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
- Lefschetz thimbles and stochastic quantisation: Complex actions in the complex plane
- Complex Langevin dynamics and other approaches at finite chemical potential
- Finite size effects in the presence of a chemical potential: A study in the classical non-linear O(2) sigma-model
- On the convergence of complex Langevin dynamics: the three-dimensional XY model at finite chemical potential
- Localised distributions and criteria for correctness in complex Langevin dynamics
- Full simulation of chiral Random Matrix Theory at non-zero chemical potential by Complex Langevin
- Degenerate distributions in complex Langevin dynamics: one-dimensional QCD at finite chemical potential
- Comparison of complex Langevin and mean field methods applied to effective Polyakov line models
- Status of Complex Langevin
- The QCD phase diagram in the limit of heavy quarks using complex Langevin dynamics
- Calculating the EoS of the dense quark-gluon plasma using the Complex Langevin equation
- Surmounting the sign problem in non-relativistic calculations: a case study with mass-imbalanced fermions
- Heavy dense QCD and nuclear matter from an effective lattice theory
- Complex Langevin simulations and the QCD phase diagram: Recent developments
- Third-order perturbative lattice and complex Langevin analyses of the finite-temperature equation of state of non-relativistic fermions in one dimension
- Complex Langevin analysis of the spontaneous symmetry breaking in dimensionally reduced super Yang-Mills models
- QCD with Chemical Potential in a Small Hyperspherical Box
- 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
- Gauge cooling for the singular-drift problem in the complex Langevin method --a test in Random Matrix Theory for finite density QCD
- An improvement in complex Langevin dynamics from a view point of Lefschetz thimbles
- Deconfinement transition line with the Complex Langevin equation up to
- Thermal quantum time-correlation functions from classical-like dynamics
- Thirring model at finite density in 2+1 dimensions with stochastic quantization
- New developments for dual methods in lattice field theory at non-zero density
- Complex Langevin calculations in QCD at finite density
- Thermodynamics of spin-orbit coupled bosons in two dimensions from complex Langevin
- Complex Langevin analysis of the spontaneous breaking of 10D rotational symmetry in the Euclidean IKKT matrix model
- Complex Langevin method applied to the 2D Yang-Mills theory
- Stabilizing complex Langevin for real-time gauge theories with an anisotropic kernel
- Towards learning optimized kernels for complex Langevin
- Stable solvers for real-time Complex Langevin
- On the gauge invariant path-integral measure for the overlap Weyl fermions in of SO(10)
- Inverse problems, real-time dynamics and lattice simulations
- Why is the mission impossible? -- Decoupling the mirror Ginsparg-Wilson fermions in the lattice models for two-dimensional abelian chiral gauge theories
- Complex Langevin Dynamics in Large Unitary Matrix Models
- Exponential reduction of the sign problem at finite density in the 2+1D XY model via contour deformations
- On the structure of the emergent 3d expanding space in the Lorentzian type IIB matrix model
- Restricted phase-space approximation in real-time stochastic quantization
- Gibbs sampling of complex valued distributions
- Temporal breakdown and Borel resummation in the complex Langevin method
- Overview of the QCD phase diagram -- Recent progress from the lattice
- Complex Langevin studies of the emergent space-time in the type IIB matrix model
- QCD thermodynamics on the lattice
- Comparison of algorithms for solving the sign problem in the O(3) model in 1+1 dimensions at finite chemical potential
- Real-time correlators in 3+1D thermal lattice gauge theory
- Test for a universal behavior of Dirac eigenvalues in the complex Langevin method
- QCD at nonzero chemical potential: recent progress on the lattice
- Statistical analysis method for the worldvolume hybrid Monte Carlo algorithm
- Complex Langevin Dynamics and Supersymmetric Quantum Mechanics
- Fermion Bag Approach for Massive Thirring Model at Finite Density
- Complex Langevin analysis of 2D U(1) gauge theory on a torus with a term
- Hopping parameter expansion to all orders using the complex Langevin equation
- Regularization of Complex Langevin Method
- Towards sampling complex actions
- Performance of Complex Langevin Simulation in 0+1 dimensional massive Thirring model at finite density
- Necessary and sufficient conditions for correctness of complex Langevin
- Real-time Quantum evolution in the Classical approximation and beyond
- Towards the heavy dense QCD phase diagram using Complex Langevin simulations
- The Role of Integration Cycles in Complex Langevin Simulations
- Exploring the phase diagram of finite density QCD at low temperature by the complex Langevin method
- A projected complex Langevin sampling method for bosons in the canonical and microcanonical ensembles
- Tensor network approach to 2D Yang-Mills theories
- Comparison between Fermion Bag Approach and Complex Langevin Dynamics for Massive Thirring Model at Finite Density in 0 + 1 Dimensions
- Exploring the QCD phase diagram at finite density by the complex Langevin method on a lattice
- On the validity of the complex Langevin method near the deconfining phase transition in QCD at finite density
- The XY model at finite chemical potential using complex Langevin dynamics
- Correctness criteria for complex Langevin
- Causal Space-Times on a Null Lattice
- Can the complex Langevin method see the deconfinement phase transition in QCD at finite density?
- Markovian versus non-Markovian stochastic quantization of a complex-action model
- Dynamical compactification of extra dimensions in the Euclidean type IIB matrix model: A numerical study using the complex Langevin method