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Supervised Learning with Tensor Networks

- E. M. Stoudenmire, D. Schwab
- Computer Science, MathematicsNIPS
- 2016

TLDR

Supervised Learning with Quantum-Inspired Tensor Networks

- E. M. Stoudenmire, D. Schwab
- Mathematics, PhysicsArXiv
- 18 May 2016

TLDR

The ITensor Software Library for Tensor Network Calculations

- M. Fishman, S. White, E. M. Stoudenmire
- Computer Science, PhysicsArXiv
- 25 July 2020

TLDR

Towards Quantum Machine Learning with Tensor Networks

- W. Huggins, Piyush Patel, K. B. Whaley, E. M. Stoudenmire
- Computer Science, PhysicsQuantum Science and Technology
- 30 March 2018

TLDR

Interaction effects in topological superconducting wires supporting Majorana fermions

- E. M. Stoudenmire, J. Alicea, O. Starykh, M. Fisher
- Physics
- 28 April 2011

Among the broad spectrum of systems predicted to exhibit topological superconductivity and Majorana fermions, one-dimensional wires with strong spin-orbit coupling provide one of the most promising… Expand

Studying Two Dimensional Systems With the Density Matrix Renormalization Group

- E. M. Stoudenmire, S. White
- Physics
- 6 May 2011

The density matrix renormalization group (DMRG) is one of the most powerful numerical methods for studying two-dimensional quantum lattice systems, despite a perception that it is only suitable for… Expand

Minimally entangled typical thermal state algorithms

- E. M. Stoudenmire, S. White
- Physics, Computer Science
- 5 February 2010

We discuss a method based on sampling minimally entangled typical thermal states (METTS) that can simulate finite temperature quantum systems with a computational cost comparable to the ground state… Expand

Real-space parallel density matrix renormalization group

- E. M. Stoudenmire, S. White
- Physics
- 15 January 2013

We demonstrate how to parallelize the density matrix renormalization group (DMRG) algorithm in real space through a straightforward modification of serial DMRG. This makes it possible to apply at… Expand

Corner contribution to the entanglement entropy of an O(3) quantum critical point in 2+1 dimensions

- A. Kallin, E. M. Stoudenmire, P. Fendley, Rajiv R. P. Singh, R. Melko
- Mathematics, Physics
- 15 January 2014

The entanglement entropy for a quantum critical system across a boundary with a corner exhibits a sub-leading logarithmic scaling term with a scale-invariant coefficient. Using a Numerical Linked… Expand

Corner contribution to the entanglement entropy of strongly interacting O(2) quantum critical systems in 2+1 dimensions

- E. M. Stoudenmire, Peter C. Gustainis, Ravinder Johal, S. Wessel, R. Melko
- Physics
- 22 September 2014

In a D=2+1 quantum critical system, the entanglement entropy across a boundary with a corner contains a subleading logarithmic scaling term with a universal coefficient. It has been conjectured that… Expand

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