// About me

I am a research scientist at the Flatiron Institute Center for Computational Quantum Physics (CCQ) where I develop and apply tensor network computational methods, primarily for quantum many-body systems.
[See my notes on matrix product states and DMRG.]

Tensor networks are a technique to represent very high-order tensors by a contracted network of low-order tensors, allowing one to make an exponential reduction in the parameters needed, while still maintaining accuracy. The prototypical application is the approximation of a many-body quantum wavefunction, but tensor networks are also useful for approximating transfer matrices of classical systems and weights of models used in machine learning.


Download my CV

// Experience

Research Scientist — Flatiron Institute

Sep 2017-Present


Research Scientist — UC Irvine

Feb 2016-Aug 2017


Postdoctoral Researcher — Perimeter Institute for Theoretical Physics

2013-Jan 2016
  • Showed an isotropic, nearest-neighbor 2d parafermion lattice model hosts a non-trivial phase supporting Fibonacci anyons
  • Performed highly cited calculations of universal entanglement terms in critical systems arising from sharp corners
  • Significantly expanded the user base of the ITensor library and developed an ambitious new version 2.0 design


Postdoctoral Researcher — UC Irvine

Groups of Steven R. White and Kieron Burke

2010-2013
  • Discovered a method for parallelizing the density matrix renormalization group in real space.
  • Co-developed an open source library for tensor product wavefunction algorithms. Website: http://itensor.org/.


Graduate Student Researcher — UC Santa Barbara

Advisor: Leon Balents

2005-2010
  • Applied a variety of analytical methods (bosonization, mean-field, spin wave, high temperature series, Monte Carlo) to study frustrated magnets.
  • Collaborated with Steven R. White on a new method for simulating finite temperature quantum systems (the METTS algorithm).

// Education

2005-2010 Ph.D. in Physics, UC Santa Barbara. Advisor: Leon Balents
2000-2005 BS in Physics, Georgia Institute of Technology. Highest honors.
2000-2005 BS in Mathematics, Georgia Institute of Technology. Highest honors.

// Publications

2020
"Hybrid Purification and Sampling Approach for Thermal Quantum Systems", Jing Chen, E.M. Stoudenmire, Phys. Rev. B, 101: 195119 [arxiv:1910.09142]
2019
"Modeling Sequences with Quantum States: A Look Under the Hood"
Tai-Danae Bradley, E.M. Stoudenmire, John Terilla, arxiv:1910.07425
2019
"DMRG Approach to Optimizing Two-Dimensional Tensor Networks"
Katharine Hyatt, E.M. Stoudenmire, arxiv:1908.08833
2019
"Multisliced gausslet basis sets for electronic structure"
Steven R. White, E.M. Stoudenmire Phys. Rev. B, 99: 081110(R) [arxiv:1803.11537]
2019
"Towards Quantum Machine Learning with Tensor Networks"
William Huggins, Piyush Patel, K. Birgitta Whaley, E.M. Stoudenmire Quantum Science and Technology, 4: 024001 [arxiv:1803.11537]
2018
"Learning Relevant Features of Data with Multi-scale Tensor Networks"
E.M. Stoudenmire, Quantum Science and Technology, 3: 034003 1801.00315 Quant. Sci. Tech., 3: 034003
2017
"Monte Carlo Tensor Network Renormalization"
William Huggins, C. Daniel Freeman, E.M. Stoudenmire, Norm M. Tubman, K. Birgitta Whaley 1710.03757
2017
"Matrix product state techniques for two-dimensional systems at finite temperature"
Benedikt Bruognolo, Zhenyue Zhu, Steven R. White, E.M. Stoudenmire 1705.05578
2017
"Towards the solution of the many-electron problem in real materials: equation of state of the hydrogen chain with state-of-the-art many-body methods"
Mario Motta, David M. Ceperley, Garnet Kin-Lic Chan, John A. Gomez, Emanuel Gull, Sheng Guo, Carlos Jimenez-Hoyos, Tran Nguyen Lan, Jia Li, Fengjie Ma, Andrew J. Millis, Nikolay V. Prokof'ev, Ushnish Ray, Gustavo E. Scuseria, Sandro Sorella, Edwin M. Stoudenmire, Qiming Sun, Igor S. Tupitsyn, Steven R. White, Dominika Zgid, Shiwei Zhang 1705.01608
2017
"Sliced Basis Density Matrix Renormalization Group for Electronic Structure"
E.M. Stoudenmire and Steven R. White Phys. Rev. Lett., 119: 046401
2016
"Supervised Learning with Quantum-Inspired Tensor Networks"
E.M. Stoudenmire and David J. Schwab Advances in Neural Information Processing Systems, 29 4799
2016
"Unusual Corrections to Scaling and Convergence of Universal Renyi Properties at Quantum Critical Points"
Sharmistha Sahoo, E.M. Stoudenmire, Jean-Marie Stephan, Trithep Devakul, Rajiv R.P. Singh, and Roger Melko, Phys. Rev. B, 93: 085120
2015
"One Dimensional Mimicking of Electronic Structure: The Case for Exponentials"
Thomas E. Baker, E.M. Stoudenmire, Lucas O. Wagner, Kieron Burke, and Steven R. White, Phys. Rev. B, 91: 235141
2015
"Many-body localization in disorder-free systems: The importance of finite-size constraints"
Z. Papic, E.M. Stoudenmire, and Dmitry A. Abanin, Ann. Phys. 362 714
2015
"Assembling Fibonacci Anyons From a Z3 Parafermion Lattice Model"
E.M. Stoudenmire, David J. Clarke, Roger S. K. Mong, and Jason Alicea, Phys. Rev. B, 91: 235112  [Editor's suggestion]
2014
"Corner Contributions to the Entanglement Entropy of Strongly-Interacting O(2) Quantum Critical Systems in 2+1 Dimensions"
E.M. Stoudenmire, Peter Gustainis, Ravi Johal, Stefan Wessel, and Roger G. Melko, Phys. Rev. B, 90: 235106
2014
"Kohn-Sham Calculations with the Exact Functional"
Lucas O. Wagner, Thomas E. Baker, E.M. Stoudenmire, Kieron Burke, and Steven R. White, Phys. Rev. B, 90: 045109  [Editor's suggestion]
2014
"Corner contribution to the entanglement entropy of an O(3) quantum critical point in 2+1 dimensions"
Ann Kallin, E.M. Stoudenmire, Paul Fendley, Rajiv R.P. Singh, Roger G. Melko, J. Stat. Mech. P06009
2013
"Guaranteed Convergence of the Kohn-Sham Equations"
Lucas O. Wagner, E.M. Stoudenmire, Kieron Burke, and Steven R. White, Phys. Rev. Lett. 111: 093003  [Editor's suggestion]
2013
"Real-Space Parallel Density Matrix Renormalization Group"
E.M. Stoudenmire and Steven R. White, Phys. Rev. B 87: 115137
2013
"Topological phases in polar-molecule quantum magnets"
Salvatore R. Manmana, E.M. Stoudenmire, Kaden R.A. Hazzard, Ana Maria Rey and Alexey Gorshkov, Phys. Rev. B 87: 081106(R)
2012
"One-dimensional continuum electronic structure with the density matrix renormalization group and its implications for density functional theory"
E.M. Stoudenmire, Lucas O. Wagner, Steven R. White and Kieron Burke,
Phys. Rev. Lett. 109: 056402
2012
"Reference electronic structure calculations in one dimension"
Lucas O. Wagner, E.M. Stoudenmire, Steven R. White and Kieron Burke,
Phys. Chem. Chem. Phys. 14: 8581
2012
"Studying two-dimensional systems with the density matrix renormalization group"
E.M. Stoudenmire and Steven R. White, Annual Reviews of Condensed Matter Physics 3: 111
2011
"Interaction effects in topological superconducting wires supporting majorana fermions"
E.M. Stoudenmire, Jason Alicea, Oleg A. Starykh and Matthew P.A. Fisher, Phys. Rev. B 84: 014503 
[Editor's suggestion, Synopsis Article]
2010
"Minimally entangled typical thermal state algorithms"
E.M. Stoudenmire and Steven R. White, New J. Phys. 12: 055026
2009
"Quadrupolar correlations and spin freezing in S=1 triangular lattice antiferromagnets"
E.M. Stoudenmire, Simon Trebst and Leon Balents, Phys. Rev. B 79: 214436
2008
"Ordered phases of the anisotropic kagome lattice antiferromagnet in a field"
E.M. Stoudenmire and Leon Balents, Phys. Rev. B 77: 174414
2005
"Magnetoresistive effects in ferromagnet-superconductor multilayers"
E.M. Stoudenmire and C.A.R. Sá de Melo, J. Appl. Phys. 97: 10J108