Tensor Renormalization Group for interacting quantum fields
arXiv:2105.00010 · doi:10.22331/q-2021-11-23-586
Abstract
We present a new tensor network algorithm for calculating the partition function of interacting quantum field theories in 2 dimensions. It is based on the Tensor Renormalization Group (TRG) protocol, adapted to operate entirely at the level of fields. This strategy was applied in Ref.[1] to the much simpler case of a free boson, obtaining an excellent performance. Here we include an arbitrary self-interaction and treat it in the context of perturbation theory. A real space analogue of the Wilsonian effective action and its expansion in Feynman graphs is proposed. Using a theory for benchmark, we evaluate the order correction to the free energy. The results show a fast convergence with the bond dimension, implying that our algorithm captures well the effect of interaction on entanglement.
12+7 pages, 6 figures
References in corpus (11)
- Matrix Product States, Projected Entangled Pair States, and variational renormalization group methods for quantum spin systems
- Tensor renormalization group approach to 2D classical lattice models
- DMRG and periodic boundary conditions: a quantum information perspective
- Renormalization algorithms for Quantum-Many Body Systems in two and higher dimensions
- Liouville Action as Path-Integral Complexity: From Continuous Tensor Networks to AdS/CFT
- Continuous Matrix Product States for Quantum Fields
- Entanglement renormalization, scale invariance, and quantum criticality
- Holographic tensor network models and quantum error correction: A topical review
- Quantum MERA Channels
- Finite-temperature symmetric tensor network for spin-1/2 Heisenberg antiferromagnets on the square lattice
- Variational method in relativistic quantum field theory without cutoff