366 citations · 3k across the 39 of their papers we have counts for
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quant-ph2019★ 3 cited
TensorTrace: an application to contract tensor networks
Glen Evenbly
Tensor network methods are a conceptually elegant framework for encoding complicated datasets, where high-order tensors are approximated as networks of low-order tensors. In practi…
quant-ph2019★ 8 cited
Tensor Renormalization Group Centered About a Core Tensor
Wangwei Lan, Glen Evenbly
We propose a modified form of a tensor renormalization group algorithm for evaluating partition functions of classical statistical mechanical models on 2D lattices. This algorithm…
quant-ph2019★ 4 cited
Number-State Preserving Tensor Networks as Classifiers for Supervised Learning
Glen Evenbly
We propose a restricted class of tensor network state, built from number-state preserving tensors, for supervised learning tasks. This class of tensor network is argued to be a nat…