Combining the complex Langevin method and the generalized Lefschetz-thimble method
arXiv:1703.09409 · doi:10.1007/JHEP06(2017)023
Abstract
The complex Langevin method and the generalized Lefschetz-thimble method are two closely related approaches to the sign problem, which are both based on complexification of the original dynamical variables. The former can be viewed as a generalization of the stochastic quantization using the Langevin equation, whereas the latter is a deformation of the integration contour using the so-called holomorphic gradient flow. In order to clarify their relationship, we propose a formulation which combines the two methods by applying the former method to the real variables that parametrize the deformed integration contour in the latter method. Three versions, which differ in the treatment of the residual sign problem in the latter method, are considered. By applying them to a single-variable model, we find, in particular, that one of the versions interpolates the complex Langevin method and the original Lefschetz-thimble method.
18 pages, 5 figures; (v2) reference added; (v3) discussions and references added, the version to appear in JHEP
References in corpus (5)
- Some remarks on Lefschetz thimbles and complex Langevin dynamics
- Complex Langevin dynamics and zeroes of the fermion determinant
- Multi-flavor massless QED at finite densities via Lefschetz thimbles
- The complex Langevin analysis of spontaneous symmetry breaking induced by complex fermion determinant
- Complex Langevin simulations of a finite density matrix model for QCD
Cited by in corpus (24)
- A Primer on Resurgent Transseries and Their Asymptotics
- Review on novel methods for lattice gauge theories
- Finite-density lattice QCD and sign problem: current status and open problems
- Exploring QCD matter in extreme conditions with Machine Learning
- Deep Learning Beyond Lefschetz Thimbles
- Fermions at Finite Density in (2+1)d with Sign-Optimized Manifolds
- New approach to lattice QCD at finite density; results for the critical end point on coarse lattices
- One-dimensional QCD in thimble regularization
- Lattice simulations of the QCD chiral transition at real baryon density
- Finite Density Near Lefschetz Thimbles
- Dynamical stabilisation of complex Langevin simulations of QCD
- Leveraging Machine Learning to Alleviate Hubbard Model Sign Problems
- Complex Langevin calculations in finite density QCD at large with the deformation technique
- Gradient flows without blow-up for Lefschetz thimbles
- Reweighting Lefschetz Thimbles
- On the gauge invariant path-integral measure for the overlap Weyl fermions in of SO(10)
- Why is the mission impossible? -- Decoupling the mirror Ginsparg-Wilson fermions in the lattice models for two-dimensional abelian chiral gauge theories
- Distance between configurations in Markov chain Monte Carlo simulations
- Lefschetz thimble-inspired weight regularizations for complex Langevin simulations
- Unification of the complex Langevin method and the Lefschetz-thimble method
- Regularization of Complex Langevin Method
- Lefschetz Thimbles and Quantum Phases in Zero-Dimensional Bosonic Models
- On a modification method of Lefschetz thimbles
- Correctness criteria for complex Langevin