Entanglement scaling and criticality of infinite-size quantum many-body systems in continuous space addressed by a tensor network approach
arXiv:2410.23624 · doi:10.1103/PhysRevB.111.245109
Abstract
Simulating strongly-correlated quantum systems in continuous space belongs to the most challenging and long-concerned issues in quantum physics. This work investigates the quantum entanglement and criticality of the ground-state wave-functions of infinitely-many coupled quantum oscillators (iCQOs). The essential task involves solving a set of partial differential equations (Schrödinger equations in the canonical quantization picture) with infinitely-many variables, which currently lacks valid methods. By extending the imaginary-time evolution algorithm with translationally-invariant functional tensor network, we simulate the ground state of iCQOs with the presence of two- and three-body couplings. We determine the range of coupling strengths where there exists a real ground-state energy (dubbed as physical region). With two-body couplings, we reveal the logarithmic scaling law of entanglement entropy (EE) and the polynomial scaling law of correlation length against the virtual bond dimension at the dividing point of physical and non-physical regions. These two scaling behaviors are signatures of criticality, according to the previous results in quantum lattice models, but were not reported in continuous-space quantum systems. The scaling coefficients result in a central charge , indicating the presence of free boson conformal field theory (CFT). We further show that the presence of three-body couplings, for which there are no analytical or numerical results, breaks down the CFT description at the dividing point. Our work reveals the scaling behaviors of EE in continuous-space quantum many-body systems. These results provide strong numerical evidence supporting the efficiency of TN in representing continuous-space quantum wave-functions in the thermodynamic limit and offer an efficient approach to studying entanglement properties and criticality in continuous space.
arXiv comment5 pages, 5 figures
References in corpus (33)
- Entanglement Entropy and Quantum Field Theory
- Area laws for the entanglement entropy - a review
- Entanglement in quantum critical phenomena
- Topological entanglement entropy
- DGM: A deep learning algorithm for solving partial differential equations
- Detecting topological order in a ground state wave function
- A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States
- Matrix Product States, Projected Entangled Pair States, and variational renormalization group methods for quantum spin systems
- Thermodynamic limit of the density matrix renormalization for the spin-1 Heisenberg chain
- Classical simulation of infinite-size quantum lattice systems in one spatial dimension
- Matrix Product States and Projected Entangled Pair States: Concepts, Symmetries, and Theorems
- Matrix product states represent ground states faithfully
- Identifying Topological Order by Entanglement Entropy
- Deep neural network solution of the electronic Schrödinger equation
- Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks
- The iTEBD algorithm beyond unitary evolution
- A class of ansatz wave functions for 1D spin systems and their relation to DMRG
- Renormalization and tensor product states in spin chains and lattices
- Tensor Network Renormalization
- Theory of finite-entanglement scaling at one-dimensional quantum critical points
- Scaling of entanglement support for Matrix Product States
- Solving Gapped Hamiltonians Locally
- Unbiasing Fermionic Quantum Monte Carlo with a Quantum Computer
- Lecture Notes of Tensor Network Contractions
- Genuine quantum correlations in quantum many-body systems: a review of recent progress
- Coupled Oscillator Systems Having Partial PT Symmetry
- Conformal data and renormalization group flow in critical quantum spin chains using periodic uniform matrix product states
- Density Matrix Renormalization Group of Gapless Systems
- Matrix Product States Algorithms and Continuous Systems
- Quantum entanglement entropy and classical mutual information in long-range harmonic oscillators
- Emergent conformal boundaries from finite-entanglement scaling in matrix product states
- Functional Tensor Network Solving Many-body Schrödinger Equation
- Detecting emergent continuous symmetries at quantum criticality