Finding the ground state of a lattice gauge theory with fermionic tensor networks: a demonstration
arXiv:2211.00023 · doi:10.1103/PhysRevD.107.014505
Abstract
Tensor network states, and in particular Projected Entangled Pair States (PEPS) have been a strong ansatz for the variational study of complicated quantum many-body systems, thanks to their built-in entanglement entropy area law. In this work, we use a special kind of PEPS - Gauged Gaussian Fermionic PEPS (GGFPEPS) to find the ground state of dimensional pure lattice gauge theories for a wide range of coupling constants. We do so by combining PEPS methods with Monte-Carlo computations, allowing for efficient contraction of the PEPS and computation of correlation functions. Previously, such numerical computations involved the calculation of the Pfaffian of a matrix scaling with the system size, forming a severe bottleneck; in this work we show how to overcome this problem. This paves the way for applying the method we propose and benchmark here to other gauge groups, higher dimensions, and models with fermionic matter, in an efficient, sign-problem-free way.
References in corpus (63)
- Fault-tolerant quantum computation by anyons
- The density-matrix renormalization group in the age of matrix product states
- The density-matrix renormalization group
- A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States
- Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
- Time-dependent density-matrix renormalization-group using adaptive effective Hilbert spaces
- Matrix Product Density Operators: Simulation of finite-T and dissipative systems
- Probing Topological Spin Liquids on a Programmable Quantum Simulator
- Matrix Product States and Projected Entangled Pair States: Concepts, Symmetries, and Theorems
- Real-time dynamics of lattice gauge theories with a few-qubit quantum computer
- Classical simulation of infinite-size quantum lattice systems in two spatial dimensions
- Mixed-state dynamics in one-dimensional quantum lattice systems: a time-dependent superoperator renormalization algorithm
- FLAG Review 2021
- Self-Verifying Variational Quantum Simulation of the Lattice Schwinger Model
- The Confinement Problem in Lattice Gauge Theory
- Simulating Lattice Gauge Theories within Quantum Technologies
- Competing states in the t-J model: uniform d-wave state versus stripe state
- QuSpin: a Python Package for Dynamics and Exact Diagonalisation of Quantum Many Body Systems part I: spin chains
- Quantum Simulations of Lattice Gauge Theories using Ultracold Atoms in Optical Lattices
- Renormalization and tensor product states in spin chains and lattices
- Ultracold Quantum Gases and Lattice Systems: Quantum Simulation of Lattice Gauge Theories
- Floquet approach to lattice gauge theories with ultracold atoms in optical lattices
- Generalized Lanczos Algorithm for Variational Quantum Monte Carlo
- QuSpin: a Python Package for Dynamics and Exact Diagonalisation of Quantum Many Body Systems. Part II: bosons, fermions and higher spins
- Simulation of strongly correlated fermions in two spatial dimensions with fermionic Projected Entangled-Pair States
- The computational complexity of PEPS
- Observation of gauge invariance in a 71-site Bose-Hubbard quantum simulator
- Lattice gauge theories simulations in the quantum information era
- Wave function optimization in the variational Monte Carlo method
- Realizing a scalable building block of a U(1) gauge theory with cold atomic mixtures
- Breakdown of a topological phase: Quantum phase transition in a loop gas model with tension
- Fermionic Projected Entangled Pair States
- Thermalization dynamics of a gauge theory on a quantum simulator
- Topological multicritical point in the Toric Code and 3D gauge Higgs Models
- Review on novel methods for lattice gauge theories
- Standard Model Physics and the Digital Quantum Revolution: Thoughts about the Interface
- Efficient numerical computation of the Pfaffian for dense and banded skew-symmetric matrices
- Variational quantum Monte Carlo simulations with tensor-network states
- Gauging quantum states: from global to local symmetries in many-body systems
- Perfect Sampling with Unitary Tensor Networks
- Strings, Projected Entangled Pair States, and variational Monte Carlo methods
- Tensor Networks for Lattice Gauge Theories with continuous groups
- Charged fermions coupled to gauge fields: Superfluidity, confinement and emergent Dirac fermions
- Entanglement renormalization and gauge symmetry
- Lattice Quantum Electrodynamics in (3+1)-dimensions at finite density with Tensor Networks
- Diagnosing Deconfinement and Topological Order
- Fermionic Projected Entangled Pair States and Local U(1) Gauge Theories
- Building Projected Entangled Pair States with a Local Gauge Symmetry
- Projected Entangled Pair States with non-Abelian gauge symmetries: an SU(2) study
- Two-dimensional quantum-link lattice Quantum Electrodynamics at finite density
- Phase Diagram and Conformal String Excitations of Square Ice using Gauge Invariant Matrix Product States
- Combining Tensor Networks with Monte Carlo Methods for Lattice Gauge Theories
- Simulating 2+1d lattice gauge theory with iPEPS
- Variational Monte Carlo simulation with tensor networks of a pure gauge theory in (2+1)d
- Two-dimensional lattice gauge theory on a near-term quantum simulator: variational quantum optimization, confinement, and topological order
- Robust topological order in fermionic gauge theories: from Aharonov-Bohm instability to soliton-induced deconfinement
- Engineering a U(1) lattice gauge theory in classical electric circuits
- Quantum phases of two-dimensional gauge theory coupled to single-component fermion matter
- A tensor network study of the complete ground state phase diagram of the spin-1 bilinear-biquadratic Heisenberg model on the square lattice
- Detecting a topologically ordered phase from unbiased infinite projected entangled-pair state simulations
- Gauss Law, Minimal Coupling and Fermionic PEPS for Lattice Gauge Theories
- Loop-Free Tensor Networks for High-Energy Physics
- Spinless fermions in a gauge theory on the triangular ladder
Cited by in corpus (18)
- Quantum and classical spin network algorithms for -deformed Kogut-Susskind gauge theories
- Simulating (2+1)D SU(2) Yang-Mills Lattice Gauge Theory at finite density with tensor networks
- Digital quantum simulation of a (1+1)D SU(2) lattice gauge theory with ion qudits
- Real-time scattering in the lattice Schwinger model
- Tensor Networks for Lattice Gauge Theories beyond one dimension: a Roadmap
- Topological Green's function zeros in an exactly solved model and beyond
- Entanglement and confinement in lattice gauge theory tensor networks
- Gauged Gaussian PEPS -- A High Dimensional Tensor Network Formulation for Lattice Gauge Theories
- Deep learning lattice gauge theories
- Fermionic Gaussian PEPS in : Rotations and Relativistic Limits
- Parton Distribution Functions in the Schwinger model from Tensor Network States
- Efficient conversion from fermionic Gaussian states to matrix product states
- Internal structure of gauge-invariant Projected Entangled Pair States
- Wegner's Ising gauge spins versus Kitaev's Majorana partons: Mapping and application to anisotropic confinement in spin-orbital liquids
- Variational approach to open quantum systems with long-range competing interactions
- Projected Entangled Pair States for Lattice Gauge Theories with Dynamical Fermions
- Algorithmic Aspects of Gauged Gaussian Fermionic PEPS: Gauge Fixing and Translation Invariance
- Superselection-Resolved Entanglement in Lattice Gauge Theories: A Tensor Network Approach