Recent progress on cluster and meron algorithms for strongly correlated systems
arXiv:2101.03161 · doi:10.1007/s12648-021-02155-5
Abstract
Ab-initio studies of strongly interacting bosonic and fermionic systems is greatly facilitated by efficient Monte Carlo algorithms. This article emphasizes this requirement, and outlines the ideas behind the construction of the cluster algorithms and illustrates them via specific examples. Numerical studies of fermionic systems at finite densities and at real-times are sometimes hindered by the infamous sign problem, which is also discussed. The construction of meron cluster algorithms, which can solve certain sign problems are discussed. Cluster algorithms which can simulate certain pure Abelian gauge theories (realized as quantum link models) are also discussed.
arXiv commentSubmitted to Indian Journal of Physics memorial issue for Pushan Majumdar. 20 pages, 6 figures. Matches the published version
References in corpus (34)
- The Large N Limit of Superconformal Field Theories and Supergravity
- The density-matrix renormalization group in the age of matrix product states
- Critical Phenomena and Renormalization-Group Theory
- Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
- Bounding scalar operator dimensions in 4D CFT
- Quantum Monte Carlo with Directed Loops
- Pyrochlore Photons: The U(1) Spin Liquid in a S=1/2 Three-Dimensional Frustrated Magnet
- Quantum Field Theory in the Large N Limit: a review
- Worm Algorithm and Diagrammatic Monte Carlo: A New Approach to Continuous-Space Path Integral Monte Carlo Simulations
- Cluster Algorithm for Vertex Models
- Worm algorithms for classical statistical models
- Quantum Link Models: A Discrete Approach to Gauge Theories
- Locality and exponential error reduction in numerical lattice gauge theory
- Meron-Cluster Solution of Fermion Sign Problems
- Diagrammatic Monte Carlo
- Bridging lattice-scale physics and continuum field theory with quantum Monte Carlo simulations
- Cyclic exchange, isolated states and spinon deconfinement in an XXZ Heisenberg model on the checkerboard lattice
- The fermion bag approach to lattice field theories
- Sweeping cluster algorithm for quantum spin systems with strong geometric restrictions
- The (2+1)-d U(1) Quantum Link Model Masquerading as Deconfined Criticality
- Fermion bag approach to Hamiltonian lattice field theories in continuous time
- Interfaces, Strings, and a Soft Mode in the Square Lattice Quantum Dimer Model
- Low-Energy Effective Theories of Quantum Link and Quantum Spin Models
- From the Quantum Link Model on the Honeycomb Lattice to the Quantum Dimer Model on the Kagomé Lattice: Phase Transition and Fractionalized Flux Strings
- Phases of quantum dimers from ensembles of classical stochastic trajectories
- Finite-Volume Energy Spectrum, Fractionalized Strings, and Low-Energy Effective Field Theory for the Quantum Dimer Model on the Square Lattice
- Meron-Cluster Approach to Systems of Strongly Correlated Electrons
- Real-time dynamics of open quantum spin systems driven by dissipative processes
- Real-Time Simulation of Large Open Quantum Spin Systems driven by Measurements
- The Loop-Cluster Algorithm for the Case of the 6 Vertex Model
- Solving the quantum dimer and six vertex models one electric field line at a time
- Real-time simulation of non-equilibrium transport of magnetization in large open quantum spin systems driven by dissipation
- Experiences with the multi-level algorithm
- Cluster algorithms
Cited by in corpus (5)
- Quantum Monte Carlo for Gauge Fields and Matter without the Fermion Determinant
- Weak universality induced by charges at the deconfinement transition of a (2+1)-d lattice gauge theory
- Crystalline phases at finite winding densities in a quantum link ladder
- Geometric fragmentation and anomalous thermalization in cubic dimer model
- Ground-state phase diagram of quantum link electrodynamics in -d