Fermionic topological quantum states as tensor networks

Similar documents
Matrix Product Operators: Algebras and Applications

Introduction to Tensor Networks: PEPS, Fermions, and More

arxiv: v1 [cond-mat.str-el] 7 Aug 2011

Classification of Symmetry Protected Topological Phases in Interacting Systems

Lecture 3: Tensor Product Ansatz

Chiral spin liquids. Bela Bauer

Preparing Projected Entangled Pair States on a Quantum Computer

Topological Phases in One Dimension

Neural Network Representation of Tensor Network and Chiral States

Matrix product states for the fractional quantum Hall effect

Understanding Topological Order with PEPS. David Pérez-García Autrans Summer School 2016

Universal phase transitions in Topological lattice models

Quantum simulation with string-bond states: Joining PEPS and Monte Carlo

SPIN-LIQUIDS ON THE KAGOME LATTICE: CHIRAL TOPOLOGICAL, AND GAPLESS NON-FERMI-LIQUID PHASE

3 Symmetry Protected Topological Phase

Entanglement spectrum and Matrix Product States

Fermionic tensor networks

Kitaev honeycomb lattice model: from A to B and beyond

Tensor network simulation of QED on infinite lattices: learning from (1 + 1)d, and prospects for (2 + 1)d

Tensor network renormalization

4 Matrix product states

Criticality in topologically ordered systems: a case study

Introduction to tensor network state -- concept and algorithm. Z. Y. Xie ( 谢志远 ) ITP, Beijing

Many-body entanglement witness

Shunsuke Furukawa Condensed Matter Theory Lab., RIKEN. Gregoire Misguich Vincent Pasquier Service de Physique Theorique, CEA Saclay, France

Transversal logical gates

Universal Topological Phase of 2D Stabilizer Codes

Efficient description of many body systems with prjected entangled pair states

Quantum Hamiltonian Complexity. Itai Arad

Entanglement and variational methods for strongly correlated quantum many-body systems

Introduction to Topological Error Correction and Computation. James R. Wootton Universität Basel

Z2 topological phase in quantum antiferromagnets. Masaki Oshikawa. ISSP, University of Tokyo

Boundary Degeneracy of Topological Order

Holographic Branching and Entanglement Renormalization

arxiv: v3 [cond-mat.str-el] 11 Oct 2014

arxiv: v2 [cond-mat.stat-mech] 9 Mar 2011

Disentangling Topological Insulators by Tensor Networks

Fermionic tensor networks

Anyons and topological quantum computing

Defects in topologically ordered states. Xiao-Liang Qi Stanford University Mag Lab, Tallahassee, 01/09/2014

Kai Sun. University of Michigan, Ann Arbor. Collaborators: Krishna Kumar and Eduardo Fradkin (UIUC)

Symmetry protected topological phases in quantum spin systems

T ensor N et works. I ztok Pizorn Frank Verstraete. University of Vienna M ichigan Quantum Summer School

Symmetry Protected Topological Phases of Matter

Simulation of Quantum Many-Body Systems

Topological Quantum Computation from non-abelian anyons

Topological order of a two-dimensional toric code

Quantum Information and Quantum Many-body Systems

Frustration-free Ground States of Quantum Spin Systems 1

Chiral Haldane-SPT phases of SU(N) quantum spin chains in the adjoint representation

Machine Learning with Quantum-Inspired Tensor Networks

ADIABATIC PREPARATION OF ENCODED QUANTUM STATES

Quantum Phase Transitions

Symmetry Protected Topological Phases

From Majorana Fermions to Topological Order

Finite Temperature Quantum Memory and Haah s Code

Quantum Fields, Gravity, and Complexity. Brian Swingle UMD WIP w/ Isaac Kim, IBM

Realizing non-abelian statistics in quantum loop models

Loop optimization for tensor network renormalization

Simulation of Quantum Many-Body Systems

Quantum Convolutional Neural Networks

Quantum phase transitions in condensed matter physics, with connections to string theory

The density matrix renormalization group and tensor network methods

Symmetric Surfaces of Topological Superconductor

Bosonization of lattice fermions in higher dimensions

Universal terms in the Entanglement Entropy of Scale Invariant 2+1 Dimensional Quantum Field Theories

Frustration-free Ground States of Quantum Spin Systems 1

Golden chain of strongly interacting Rydberg atoms

A Dirac Spin Liquid May Fill the Gap in the Kagome Antiferromagnet

FRG Workshop in Cambridge MA, May

Defects between Gapped Boundaries in (2 + 1)D Topological Phases of Matter

Positive Tensor Network approach for simulating open quantum many-body systems

Gordon Research Conference Correlated Electron Systems Mount Holyoke, June 27, 2012

Transition in Kitaev model

Taming the non-equilibrium: Equilibration, thermalization and the predictions of quantum simulations

Area laws and efficient descriptions of quantum many-body states

Machine Learning with Tensor Networks

Topological order from quantum loops and nets

Mutual Chern-Simons Landau-Ginzburg theory for continuous quantum phase transition of Z2 topological order

Effective Field Theories of Topological Insulators

Topology driven quantum phase transitions

arxiv: v1 [hep-th] 26 Sep 2017

Rigorous free fermion entanglement renormalization from wavelets

Quantum many-body systems and tensor networks: simulation methods and applications

Entanglement Entropy In Gauge Theories. Sandip Trivedi Tata Institute of Fundamental Research, Mumbai, India.

Ground state entanglement and geometric entropy in the Kitaev model

Universal Quantum Simulator, Local Convertibility and Edge States in Many-Body Systems Fabio Franchini

Spin liquids on ladders and in 2d

Tensor network simulations of strongly correlated quantum systems

arxiv: v2 [cond-mat.str-el] 20 Apr 2015

Integer quantum Hall effect for bosons: A physical realization

Topological phases of SU(N) spin chains and their realization in ultra-cold atom gases

Tensor Networks, Renormalization and Holography (overview)

Braid Group, Gauge Invariance and Topological Order

Phase transitions in topological lattice models via topological symmetry breaking

Frustration without competition: the SU(N) model of quantum permutations on a lattice

A Superconducting Quantum Simulator for Topological Order and the Toric Code. Michael J. Hartmann Heriot-Watt University, Edinburgh qlightcrete 2016

Topological Quantum Computation. Zhenghan Wang Microsoft Station Q & UC Sana Barbara Texas, March 26, 2015

Local Algorithms for 1D Quantum Systems

Non-abelian statistics

Transcription:

order in topological quantum states as Jens Eisert, Freie Universität Berlin Joint work with Carolin Wille and Oliver Buerschaper Symmetry, topology, and quantum phases of matter: From to physical realizations, KITP program, December 2016

What this talk is about? order in! and symmetry protected quantum phases of matter! Can methods like be useful in modelling these phases? Classification of phases in 1D Pollmann, Turner, Berg, Oshikawa, Phys Rev B 81, 064439 (2010) Chen, Gu, Wen, Phys Rev B 83, 035107 (2011) Schuch, Perez-Garcia, Cirac, Phys Rev B 84, 165139 (2011) RVB spin liquids as Schuch, Poilblanc, Cirac, Perez-Garcia, Phys Rev B 86, 115108 (2012) Shadows of anyons Haegeman, auner, Schuch, Verstraete, Nature Comm 6, 8284 (2015)! New twist: Put emphasis on quantum states, not so much Hamiltonians, which are reinserted in the picture by means of parent Hamiltonians

What this talk is about? order in! Work on phases of matter using exclusively on bosons/spins! How about systems having a fermionic component?! An attempt:! Area laws for entanglement entropies and! order in!! Quantum information This talk Condensed matter

order in Area laws for the entanglement entropy and tensor network states

Area laws for entanglement entropies order in A! Area law for the entanglement entropy S( A ): S( A )=O( @A )! Scale like boundary area, not volume: Much less entangled than possible! Eisert, Cramer, Plenio, Rev Mod Phys 82, 277 (2010) Hastings, JSTAT, P08024 (2007)

Area laws for entanglement entropies order in! Theorem: Area laws hold true for 1. arbitrary gapped models in 1D 2. free bosonic and fermionic gapped Hamiltonians in any D! Area law 3. Stabiliser for the entanglement Hamiltonians entropy S( A ):! S( entanglement A )=O( @A ) entropy! Scale like boundary S( A )= @A area, not volume: + O( @A Much less ) entangled than possible! Kitaev and J. Preskill, Phys Rev Lett 96, 110404 (2006) Levin and Wen, Phys Rev Lett 96, 110405 (2006) Bauer, Cincio, Keller, Dolfi, Vidal, Trebst, Ludwig, Nature Comm 5, 5137 (2014) Eisert, Cramer, Plenio, Rev Mod Phys 82, 277 (2010) Hastings, JSTAT, P08024 (2007)

Area laws for entanglement entropies order in All quantum states Physical corner! Area law for the entanglement entropy S( A ): States satisfying an area law S( A )=O( @A )!! Scale like boundary Entanglement area, not captures volume: Much essential less entangled degrees of than freedom, possible! hugely removes redundancy! Can this be used to largely parametrise states?

Projected entangled pair states order in! Equip lattice system with local tensor structure! Projected entangled pair states () in 2D Verstraete, Cirac, cond-mat/0407066 Martin-Delgado, cond-mat/9610196

Projected entangled pair states order in A (k),..., =1,...,D! Equip lattice system with local tensor structure! Projected entangled pair states () in 2D Verstraete, Cirac, cond-mat/0407066 Martin-Delgado, cond-mat/9610196

Projected entangled pair states order in A (k),..., =1,...,D! Virtual indices of bond dimension D! Drastic reduction of parameters, down to O(n 2 dd 4 )! In TI, a single tensor captures Hamiltonian and all global state properties Verstraete, Cirac, cond-mat/0407066 Martin-Delgado, cond-mat/9610196

Matrix product states order in A (k) j k, =1,...,D! Matrix product states (MPS)! At basis of powerful DMRG (density-matrix renormalisation group) White, Phys Rev Lett 69, 2863 (1992)! Theorem:! All states that satisfy area laws (for Renyi entropies < 1) have efficient approximation in k.k 1 -norm ( poly(n, 1/ ) ) Verstraete, Cirac, Murg, Adv Phys 57, 143 (2008) Eisert, Cramer, Plenio, Rev Mod Phys 82, 277 (2010) All quantum states D Matrix product states parametrise physical corner

Two surprising observations order in! Similar intuition holds true, but! Theorem: There are states that satisfy all (Renyi entropy) area laws, yet cannot be efficiently approximated by any tensor network state! Good reasons to believe that they capture low energy physics Ge, Eisert, New J Phys 18, 083026 (2016) Ge, Molnar, Cirac, Phys Rev Lett 116, 080502 (2016)

Two surprising observations order in! Another cute twist! Theorem: contraction is #P-complete Schuch, Wolf, Verstraete, Cirac, Phys Rev Lett 98, 140506 (2007)! Cannot efficiently compute expectation values in worst case complexity!! Theorem: that approximate gapped ground states well [in the sense that they are k.k 1 norm close and have uniformly gapped parent], can be contracted in quasi-polynomial time Schwarz, Buerschaper, Eisert, arxiv:1606.06301

Numerical studies order in! Finite and i: Excellent numerical performance Shustry-Sutherland model Corboz, arxiv:1605.03006 Pineda, Barthel, Eisert, Phys Rev A 81, 050303 (2010) Corboz, Evenbly, Verstraete, Vidal, Phys Rev A 81, 010303 (2010) Spin-3/2 AKLT spin liquids Lavoie at al, Nature Phys 6, 850 (2010) Ground state energies in the t-j model Corboz, arxiv:1605.03006 Orus, Ann Phys 349, 17 (2014)

order in order in

A new type of order order in! Definition of topological order! Degeneracy of the Hamiltonian constant and depends on topology! Excitations behave like quasi-particles having anyonic statistics! All GS are locally indistinguishable (no local order parameter)! To map between them, one needs a non-local operator! How can it be captured in governed by single tensor?

Parent Hamiltonians order in! Parent Hamiltonian! Theorem: All MPS and have frustration-free parent Hamiltonians H = X j h j, h j i =0! Injective : projection has left inverse! Any action achievable on the virtual indices by acting on the physical spins! But they are unique ground states of their parents

Toric code order in! Capture systems like toric code Y! Star operators j2+ X j X X (flux at plaquette) Y! Plaquette operators (charge at vertex) j2 j X X 2 H = J X 4 Y j + k j2 k! Frustration-free parent Hamiltonian (stars and plaquettes act trivially on GS) Y j2+ k X j 3 5 Kitaev, quant-ph/9707021 Dennis, Kitaev, Landahl, Preskill, J Math Phys 43, 4452 (2002)

Toric code order in! Capture systems like toric code! Define string operators! Ground state formed by closed loop configurations! Shows 2 -topological order! Excitations behave like quasi-particles with anyonic statistics ( e - anyons on vertices, m- anyons on plaquettes) Kitaev, quant-ph/9707021 Dennis, Kitaev, Landahl, Preskill, J Math Phys 43, 4452 (2002)

Gauge symmetry order in! Let G be any finite group, e.g., G = 2 = {1,} =

Gauge symmetry order in! Let G be any finite group, e.g., G = 2 = {1,} =

Topology in order in! Let G be any finite group, e.g.,! Contractible loops vanish G = 2 = {1,} =! How about loops that are non-contractible?

Topology in order in! They can be arbitrarily deformed, but do not vanish! Gives new ground states of parent Hamiltonian

Topology in order in! They can be arbitrarily deformed, but do not vanish! Gives new ground states of parent Hamiltonian

Topology in order in! Open strings can be deformed, except from end points (quasi-particles) X X

Topology in order in! Open strings can be deformed, except from end points (quasi-particles) X X

G-injective and G-isometric order in! G-injective : Symmetry group G is acting on virtual indices and tensors are left-invariant on the G-invariant subspace! G-isometric : All tensors are isometries! It is possible to unitarily transform between any two states in ground space by acting on two stripes wrapping around the torus!, the states in the GS cannot be distinguished by local operations! the entanglement entropy of any topologically trivial region is S( A ) = log G @A log G! Here log G is the topological correction to the area law Schuch, Cirac, Perez-Garcia, Ann Phys 325, 2153 (2010)

order order in! We recover topological order! Degeneracy of the Hamiltonian constant and depends on topology! All GS are locally indistinguishable (no local order parameter)! To map between them, you need a non-local operator! Excitations behave like quasi-particles with anyonic statistics

A complete picture? order in! Good enough to capture toric code, quantum double models etc Kitaev Ann Phys 303, 2 (2003)! Take G = S 3, suitable for universal topological quantum computation! Not capturing string net models Levin, Wen, Phys Rev B 71, 045110 (2005)! Can a complete understanding of topological order be achieved in terms of?

order in

Beyond G-injective order in! Virtual symmetries = = D =1 D>1! G -symmetry! MPO-symmetry! Matrices! Matrix-product operator! Groups! Twisted groups and more

Beyond G-injective order in =

Beyond G-injective order in =

Beyond G-injective order in! Stable under concatenation =

Beyond G-injective order in! Stable under concatenation =

Axioms of MPO-injectivity order in! MPO symmetry =

Axioms of MPO-injectivity order in! MPO symmetry! MPO projector =

Axioms of MPO-injectivity order in! MPO symmetry 9 :! MPO projector! MPO injectivity =

Axioms of MPO-injectivity order in! MPO symmetry! MPO projector! MPO injectivity =! Stability under concatenation

Axioms of MPO-injectivity order in! MPO symmetry! MPO projector! MPO injectivity! Stability under concatenation! Can compute:! correction to area law S( A )=c @A! Ground state space

Axioms of MPO-injectivity order in! MPO symmetry! MPO projector! MPO injectivity! Stability under concatenation! Can compute:! correction to area law S( A )=c @A! Ground state space! Anyonic statistics: S and T matrices

Axioms of MPO-injectivity order in! MPO symmetry! MPO projector! MPO injectivity! Stability under concatenation! Can compute:! correction to area law S( A )=c @A! Ground state space! Anyonic statistics: S and T matrices! Captures Levin-Wen string net models Levin, Wen, Phys Rev B 71, 045110 (2005) Gu, Levin, Swingle, Wen, Phys Rev B 79, 085118 (2009).

order in Towards for fermionic systems

Axioms of MPO-injectivity order in! Tensors with physical fermions! Book-keeping of the order (manual) Wille, Buerschaper, Eisert, arxiv:1609.02574

Axioms of MPO-injectivity order in! Tensors with physical fermions! Book-keeping of the order (manual)! Add virtual fermions! Book-keeping of the order (in-built)! entangled pairs! Grassmann numbers #( ) even Wille, Buerschaper, Eisert, arxiv:1609.02574 Williamson, Bultinck, Haegeman, Verstraete, arxiv:1609.02897

MPOs? order in! MPOs! Axioms take analogous form! Graded algebratic structure! Axioms fulfillable? = Wille, Buerschaper, Eisert, arxiv:1609.02574

toric code order in! Edges: Spin 1/2! Vertices: Fermions H = X v Q v + X p Q p Q v = 1 2 (1 + Y i2v Q p = 1 2 (1 + Y i2p i )F v X i )F p Gu, Wang, Wen, Phys Rev B 90, 085140 (2014)

MPO-injectivity order in! Dual lattice! Grassmann numbers Wille, Buerschaper, Eisert, arxiv:1609.02574

MPO-injectivity order in! Dual lattice! Grassmann numbers A = X A p 1p 2 p 3 v 1 v 2 v 3 pf 1 f 2 f 3 p f 1 f 2 f 3 p 1,p 2,p 3 ihv 1,v 2,v 3 Wille, Buerschaper, Eisert, arxiv:1609.02574

MPO-injectivity order in! Dual lattice! Grassmann numbers! Virtual symmetries with branching structure* *Edges of tensor are oriented such that no cyclic orientation arises Wille, Buerschaper, Eisert, arxiv:1609.02574

MPO-injectivity order in! Dual lattice! Grassmann numbers T + at edges parallel to MPO direction! Virtual symmetries with branching structure! Theorem: Construction satisfies axioms T at edges antiparallel to MPO direction Y Purely bosonic to ensure concatenation! Can compute properties, e.g., ground state degeneracy! Interesting physical models? Wille, Buerschaper, Eisert, arxiv:1609.02574

Twisted fermionic double models order in! Twisted fermionic quantum doubles (instances of fermionic string nets)! Graded group cohomology: Triple (G, s,!)! Group G, defining bosonic degrees of freedom! 2-cocycle H 2 (G, 2 ), governing coupling s(a, b)+s(ab, c)+s(a, bc)+s(b, c) =0! Graded 3-cocycle H 3 f (G, U(1),s)!(a, b, c)!(a, bc, d)!(b, c, d) =( 1) s(a,b)s(c,d)!(ab, c, d)!(a, b, cd)! Can all be shown to satisfy framework (tedious)! toric code: Simplest triple! G = 2! s(1, 1) = 1,s=0 otherwise Wille, Buerschaper, Eisert, arxiv:1609.02574 Bultinck, Williamson, Haegeman, Verstraete, arxiv:1610.07849

and a crime story order in! Consistent framework of topological for fermionic systems Wille, Buerschaper, Eisert, arxiv:1609.02574 Williamson, Bultinck, Haegeman, Verstraete, arxiv:1609.02897! Capture them as fermionic? Ising anyons in frustration-free Majorana dimer models Ware, Son, Cheng, Mishmash, Alicea, Bauer, arxiv:1605.06125 Discrete spin structures and commuting projector models for 2d fermionic symmetry protected topological phases Tarantino, Fidowski, Phys Rev B 94, 115115 (2016)

Summary order in Contraction of G-injective topological and a crime story Thanks for your attention