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Towards quantum machine learning with tensor networks

Quantum science and technology, 2019-01, Vol.4 (2), p.24001

2019

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Sliced Basis Density Matrix Renormalization Group for Electronic Structure

Physical review letters, 2017-07, Vol.119 (4), p.046401-046401, Article 046401

2017

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What Limits the Simulation of Quantum Computers?

Physical review. X, 2020-11, Vol.10 (4), p.041038, Article 041038

2020

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Learning relevant features of data with multi-scale tensor networks

Quantum science and technology, 2018-07, Vol.3 (3), p.34003

Stoudenmire, E Miles

2018

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Stripes, Antiferromagnetism, and the Pseudogap in the Doped Hubbard Model at Finite Temperature

Physical review. X, 2021-07, Vol.11 (3), p.031007, Article 031007

2021

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Mott Insulating States with Competing Orders in the Triangular Lattice Hubbard Model

Physical review. X, 2021-10, Vol.11 (4), p.041013, Article 041013

2021

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Finite-temperature density matrix embedding theory

Physical review. B, 2020-02, Vol.101 (7), Article 075131

2020

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Efficient Tensor Network Simulation of IBM’s Eagle Kicked Ising Experiment

PRX quantum, 2024-01, Vol.5 (1), p.010308, Article 010308

2024

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Density-Matrix Renormalization Group Algorithm for Simulating Quantum Circuits with a Finite Fidelity

PRX quantum, 2023-04, Vol.4 (2), p.020304, Article 020304

2023

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Publisher's Note: Sliced Basis Density Matrix Renormalization Group for Electronic Structure [Phys. Rev. Lett. 119, 046401 (2017)]

Physical review letters, 2021-04, Vol.126 (14), p.149901-149901, Article 149901

2021

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Hubbard model on the Bethe lattice via variational uniform tree states: Metal-insulator transition and a Fermi liquid

Physical review research, 2021-04, Vol.3 (2), Article 023054

2021

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One-dimensional mimicking of electronic structure: The case for exponentials

Physical review. B, Condensed matter and materials physics, 2015-06, Vol.91 (23), Article 235141

2015

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Multisliced gausslet basis sets for electronic structure

Physical review. B, 2019-02, Vol.99 (8), p.081110(R), Article 081110

2019

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Unusual corrections to scaling and convergence of universal Renyi properties at quantum critical points

Physical review. B, 2016-02, Vol.93 (8), Article 085120

2016

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Density matrix renormalization group, 30 years on

Nature reviews physics, 2023-05, Vol.5 (5), p.273-276

2023

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Many-body localization in disorder-free systems: The importance of finite-size constraints

Annals of physics, 2015-11, Vol.362 (C), p.714-725

2015

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Finite-temperature density matrix embedding theory

Physical review. B, 2020-02, Vol.101 (7)

2020

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Minimally entangled typical thermal state algorithms for finite temperature Matsubara Green functions

Physical review. B, 2022-05, Vol.105 (19), Article 195107

2022

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Multisliced gausslet basis sets for electronic structure

Physical review. B, 2019-02, Vol.99 (8)

2019

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Order, disorder, and monopole confinement in the spin- 1 2 XXZ model on a pyrochlore tube

Physical review. B, 2022-08, Vol.106 (7), Article 075135

2022

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From Rotations and Groups to Tensor Networks

The Journal of The Math3ma Institute, 2023 (2), p.29-83

Stoudenmire, Edwin Miles

2023

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A Quantum-Inspired Algorithm for Solving Differential Equations

Journal Club for Condensed Matter Physics, 2022-11

Stoudenmire, E. Miles

2022

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Many-body localization in disorder-free systems: The importance of finite-size constraints

Annals of physics, 2015-11, Vol.362 (Complete)

2015

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Erratum: One-dimensional mimicking of electronic structure: The case for exponentials [Phys. Rev. B 91, 235141 (2015)]

Physical review. B, 2016-03, Vol.93 (11), Article 119912

2016

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Computational methods for finite temperature quantum magnets

Stoudenmire, Edwin Miles

2010

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Towards quantum machine learning with tensor networks

Sliced Basis Density Matrix Renormalization Group for Electronic Structure

What Limits the Simulation of Quantum Computers?

Learning relevant features of data with multi-scale tensor networks

Stripes, Antiferromagnetism, and the Pseudogap in the Doped Hubbard Model at Finite Temperature

Mott Insulating States with Competing Orders in the Triangular Lattice Hubbard Model

Finite-temperature density matrix embedding theory

Efficient Tensor Network Simulation of IBM’s Eagle Kicked Ising Experiment

Density-Matrix Renormalization Group Algorithm for Simulating Quantum Circuits with a Finite Fidelity

Publisher's Note: Sliced Basis Density Matrix Renormalization Group for Electronic Structure [Phys. Rev. Lett. 119, 046401 (2017)]

Hubbard model on the Bethe lattice via variational uniform tree states: Metal-insulator transition and a Fermi liquid

One-dimensional mimicking of electronic structure: The case for exponentials

Multisliced gausslet basis sets for electronic structure

Unusual corrections to scaling and convergence of universal Renyi properties at quantum critical points

Density matrix renormalization group, 30 years on

Many-body localization in disorder-free systems: The importance of finite-size constraints

Finite-temperature density matrix embedding theory

Minimally entangled typical thermal state algorithms for finite temperature Matsubara Green functions

Multisliced gausslet basis sets for electronic structure

Order, disorder, and monopole confinement in the spin- 1 2 XXZ model on a pyrochlore tube

From Rotations and Groups to Tensor Networks

A Quantum-Inspired Algorithm for Solving Differential Equations

Many-body localization in disorder-free systems: The importance of finite-size constraints

Erratum: One-dimensional mimicking of electronic structure: The case for exponentials [Phys. Rev. B 91, 235141 (2015)]

Computational methods for finite temperature quantum magnets

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