Search Results - "Evenbly, Glen"

A Practical Guide to the Numerical Implementation of Tensor Networks I: Contractions, Decompositions, and Gauge Freedom by Evenbly, Glen

“…We present an overview of the key ideas and skills necessary to begin implementing tensor network methods numerically, which is intended to facilitate the…”
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Number-state preserving tensor networks as classifiers for supervised learning by Evenbly, Glen

“…We propose a restricted class of tensor network state, built from number-state preserving tensors, for supervised learning tasks. This class of tensor network…”
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Rigorous Free-Fermion Entanglement Renormalization from Wavelet Theory by Haegeman, Jutho, Swingle, Brian, Walter, Michael, Cotler, Jordan, Evenbly, Glen, Scholz, Volkher B.

“…We construct entanglement renormalization schemes that provably approximate the ground states of noninteracting-fermion nearest-neighbor hopping Hamiltonians…”
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Exact holographic tensor networks for the Motzkin spin chain by Alexander, Rafael N., Evenbly, Glen, Klich, Israel

“…The study of low-dimensional quantum systems has proven to be a particularly fertile field for discovering novel types of quantum matter. When studied…”
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Hyperinvariant Tensor Networks and Holography by Evenbly, Glen

“…We propose a new class of tensor network state as a model for the AdS/CFT correspondence and holography. This class is demonstrated to retain key features of…”
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Entanglement Renormalization and Wavelets by Evenbly, Glen, White, Steven R

“…We establish a precise connection between discrete wavelet transforms and entanglement renormalization, a real-space renormalization group transformation for…”
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Exploring Gamification in Quantum Computing: The Qubit Factory by Evenbly, Glen

“…Gamification of quantum theory can provide new inroads into the subject: by allowing users to experience simulated worlds that manifest obvious quantum…”
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A Practical Guide to the Numerical Implementation of Tensor Networks I: Contractions, Decompositions and Gauge Freedom by Evenbly, Glen

“…We present an overview of the key ideas and skills necessary to begin implementing tensor network methods numerically, which is intended to facilitate the…”
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Reconstruction of Randomly Sampled Quantum Wavefunctions using Tensor Methods by Stahl, Aaron, Evenbly, Glen

“…We propose and test several tensor network based algorithms for reconstructing the ground state of an (unknown) local Hamiltonian starting from a random sample…”
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Reduced Contraction Costs of Corner-Transfer Methods for PEPS by Lan, Wangwei, Evenbly, Glen

“…We propose a pair of approximations that allows the leading order computational cost of contracting an infinite projected entangled-pair state (iPEPS) to be…”
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TensorTrace: an application to contract tensor networks by Evenbly, Glen

“…Tensor network methods are a conceptually elegant framework for encoding complicated datasets, where high-order tensors are approximated as networks of…”
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Simulation of interacting fermions with entanglement renormalization by Corboz, Philippe, Evenbly, Glen, Verstraete, Frank, Vidal, Guifré

“…We propose an algorithm to simulate interacting fermions on a two-dimensional lattice. The approach is an extension of the entanglement renormalization…”
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Number-State Preserving Tensor Networks as Classifiers for Supervised Learning by Evenbly, Glen

“…We propose a restricted class of tensor network state, built from number-state preserving tensors, for supervised learning tasks. This class of tensor network…”
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Entanglement renormalization, scale invariance, and quantum criticality by Pfeifer, Robert N. C., Evenbly, Glen, Vidal, Guifré

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Gauge fixing, canonical forms and optimal truncations in tensor networks with closed loops by Evenbly, Glen

“…Phys. Rev. B 98, 085155 (2018) We describe an approach to fix the gauge degrees of freedom in tensor networks, including those with closed loops, which allows…”
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Improved Wavelets for Image Compression from Unitary Circuits by McCord, James C, Evenbly, Glen

“…We benchmark the efficacy of several novel orthogonal, symmetric, dilation-3 wavelets, derived from a unitary circuit based construction, towards image…”
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Implicitly disentangled renormalization by Evenbly, Glen

“…We propose a new implementation of real-space renormalization group (RG) transformations for quantum states on a lattice. Key to this approach is the removal…”
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Hyper-invariant tensor networks and holography by Evenbly, Glen

“…Phys. Rev. Lett. 119, 141602 (2017) We propose a new class of tensor network state as a model for the AdS/CFT correspondence and holography. This class is…”
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Improving the efficiency of variational tensor network algorithms by Evenbly, Glen, Pfeifer, Robert N. C.

“…We present several results relating to the contraction of generic tensor networks and discuss their application to the simulation of quantum many-body systems…”
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Algorithms for tensor network renormalization by Evenbly, Glen

“…Phys. Rev. B 95, 045117 (2017) We discuss in detail algorithms for implementing tensor network renormalization (TNR) for the study of classical statistical and…”
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