Classical simulation of quantum many-body systems with a tree tensor network
arXiv:quant-ph/0511070 · doi:10.1103/PhysRevA.74.022320
Abstract
We show how to efficiently simulate a quantum many-body system with tree structure when its entanglement is bounded for any bipartite split along an edge of the tree. This is achieved by expanding the {\em time-evolving block decimation} simulation algorithm for time evolution from a one dimensional lattice to a tree graph, while replacing a {\em matrix product state} with a {\em tree tensor network}. As an application, we show that any one-way quantum computation on a tree graph can be efficiently simulated with a classical computer.
4 pages,7 figures
References in corpus (14)
- The density-matrix renormalization group
- Efficient classical simulation of slightly entangled quantum computations
- Persistent entanglement in arrays of interacting particles
- Efficient simulation of one-dimensional quantum many-body systems
- Improved Simulation of Stabilizer Circuits
- Real time evolution using the density matrix renormalization group
- Time-dependent density-matrix renormalization-group using adaptive effective Hilbert spaces
- Thermodynamic limit of the density matrix renormalization for the spin-1 Heisenberg chain
- Matrix product states represent ground states faithfully
- Classical simulation of noninteracting-fermion quantum circuits
- Quantum phase transition in spin-3/2 systems on the hexagonal lattice - optimum ground state approach
- Numerical Renormalization Approach to Two-Dimensional Quantum Antiferromagnets with Valence-Bond-Solid Type Ground State
- Stripe Ansatzs from Exactly Solved Models
- Spin-3/2 models on the Cayley tree -- optimum ground state approach
Cited by in corpus (373)
- Machine learning and the physical sciences
- A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States
- Matrix Product States, Projected Entangled Pair States, and variational renormalization group methods for quantum spin systems
- Quantum Chemistry in the Age of Quantum Computing
- Cold and Ultracold Molecules: Science, Technology, and Applications
- Measurement-based quantum computation
- A class of quantum many-body states that can be efficiently simulated
- Matrix Product States and Projected Entangled Pair States: Concepts, Symmetries, and Theorems
- Tensor renormalization group approach to 2D classical lattice models
- Tensor networks for complex quantum systems
- Hybrid higher-order skin-topological modes in non-reciprocal systems
- The iTEBD algorithm beyond unitary evolution
- Renormalization and tensor product states in spin chains and lattices
- Hierarchical quantum classifiers
- The density matrix renormalization group for ab initio quantum chemistry
- Tensor product methods and entanglement optimization for ab initio quantum chemistry
- Synthesis and Optimization of Reversible Circuits - A Survey
- Tensor network states and algorithms in the presence of a global U(1) symmetry
- Simulating Large Quantum Circuits on a Small Quantum Computer
- Non-abelian symmetries in tensor networks: a quantum symmetry space approach
- Simulation of two-dimensional quantum systems using a tree tensor network that exploits the entropic area law
- On the role of entanglement and correlations in mixed-state quantum computation
- Novel schemes for measurement-based quantum computation
- Simulating Strongly Correlated Quantum Systems with Tree Tensor Networks
- Equivalence of restricted Boltzmann machines and tensor network states
- Measurement-based quantum computation beyond the one-way model
- Matrix product simulations of non-equilibrium steady states of quantum spin chains
- Simulation methods for open quantum many-body systems
- Measurement and entanglement phase transitions in all-to-all quantum circuits, on quantum trees, and in Landau-Ginsburg theory
- Electron spin decoherence of single Nitrogen-Vacancy defects in diamond
- Programmable Interactions and Emergent Geometry in an Atomic Array
- Hyper-optimized tensor network contraction
- Review on novel methods for lattice gauge theories
- Lecture Notes of Tensor Network Contractions
- Quantum Machine Learning for Chemistry and Physics
- Efficient Tree Tensor Network States (TTNS) for Quantum Chemistry: Generalizations of the Density Matrix Renormalization Group Algorithm
- Information-Theoretic Implications of Quantum Causal Structures
- Quantum Graphical Models and Belief Propagation
- Advances on Tensor Network Theory: Symmetries, Fermions, Entanglement, and Holography
- Gapped spin liquid with -topological order for kagome Heisenberg model
- Neural Network Renormalization Group
- The Tensor Networks Anthology: Simulation techniques for many-body quantum lattice systems
- Time-Dependent Density Matrix Renormalization Group Algorithms for Nearly Exact Absorption and Fluorescence Spectra of Molecular Aggregates at Both Zero and Finite Temperature
- Contraction of fermionic operator circuits and the simulation of strongly correlated fermions
- Perfect Sampling with Unitary Tensor Networks
- Tensor Network Algorithms: a Route Map
- Strings, Projected Entangled Pair States, and variational Monte Carlo methods
- Unifying Projected Entangled Pair States contractions
- Exact Matrix Product States for Quantum Hall Wave Functions
- Tree Tensor Networks for Generative Modeling
- The Quantum Adiabatic Algorithm applied to random optimization problems: the quantum spin glass perspective
- Tensor network renormalization yields the multi-scale entanglement renormalization ansatz
- Tensor Networks in a Nutshell
- Quantifying quantum speedups: improved classical simulation from tighter magic monotones
- Beyond-classical computation in quantum simulation
- Tensor network simulation of non-Markovian dynamics in organic polaritons
- Exploring corner transfer matrices and corner tensors for the classical simulation of quantum lattice systems
- Tensor network states and algorithms in the presence of a global SU(2) symmetry
- Diagonalizing transfer matrices and matrix product operators: a medley of exact and computational methods
- Renormalization of tensor networks using graph independent local truncations
- Entanglement negativity in the critical Ising chain
- Machine Learning by Unitary Tensor Network of Hierarchical Tree Structure
- Learning Relevant Features of Data with Multi-scale Tensor Networks
- Quantum Neural Network States: A Brief Review of Methods and Applications
- Dephasing-induced diffusive transport in anisotropic Heisenberg model
- Reducing the numerical effort of finite-temperature density matrix renormalization group transport calculations
- Out of equilibrium dynamics with Matrix Product States
- Beyond Toy Models: Distilling Tensor Networks in Full AdS/CFT
- Near-Term Quantum Computing Techniques: Variational Quantum Algorithms, Error Mitigation, Circuit Compilation, Benchmarking and Classical Simulation
- Consistency Conditions for an AdS/MERA Correspondence
- Recent advances for quantum classifiers
- Constructing a virtual two-qubit gate by sampling single-qubit operations
- Counterflow and paired superfluidity in one-dimensional Bose mixtures in optical lattices
- Fork Tensor Product States - Efficient Three Orbital Real Time DMFT Solver
- Time-dependent Density Matrix Renormalization Group Quantum Dynamics for Realistic Chemical Systems
- Complete-Graph Tensor Network States: A New Fermionic Wave Function Ansatz for Molecules
- Efficient simulation of infinite tree tensor network states on the Bethe lattice
- Tensor Networks and Quantum Error Correction
- Tensor operators: constructions and applications for long-range interaction systems
- Geometry of Matrix Product States: metric, parallel transport and curvature
- Quantum simulation with hybrid tensor networks
- Scalable Generation of Graph-State Entanglement through Realistic Linear Optics
- Treelike interactions and fast scrambling with cold atoms
- Unconstrained Tree Tensor Network: An adaptive gauge picture for enhanced performance
- Mean-field entanglement transitions in random tree tensor networks
- Fractional quantum Hall effect in the interacting Hofstadter model via tensor networks
- Lattice Quantum Electrodynamics in (3+1)-dimensions at finite density with Tensor Networks
- Faster identification of optimal contraction sequences for tensor networks
- Tensor lattice field theory with applications to the renormalization group and quantum computing
- A class of highly entangled many-body states that can be efficiently simulated
- Entanglement Entropy From Tensor Network States for Stabilizer Codes
- Barren plateaus in quantum tensor network optimization
- Critical Phenomena and Kibble-Zurek Scaling in the Long-Range Quantum Ising Chain
- Computing vibrational eigenstates with tree tensor network states (TTNS)
- Entanglement entropy of two disjoint intervals in c=1 theories
- Gauge fixing, canonical forms and optimal truncations in tensor networks with closed loops
- On measurement-based quantum computation with the toric code states
- Unifying Neural-network Quantum States and Correlator Product States via Tensor Networks
- TensorNetwork: A Library for Physics and Machine Learning
- Entanglement generation in QED scattering processes
- The Quantum Transverse Field Ising Model on an Infinite Tree from Matrix Product States
- Optimized Decimation of Tensor Networks with Super-orthogonalization for Two-Dimensional Quantum Lattice Models
- Riemannian optimization of isometric tensor networks
- Breaking the entanglement barrier: Tensor network simulation of quantum transport
- T3NS: three-legged tree tensor network states
- One-dimensional many-body entangled open quantum systems with tensor network methods
- Synergy Between Quantum Circuits and Tensor Networks: Short-cutting the Race to Practical Quantum Advantage
- Time Dependent Variational Principle for Tree Tensor Networks
- Quantum phases of bosons in double-well optical lattices
- Efficient Tensor Network ansatz for high-dimensional quantum many-body problems
- Entanglement negativity and conformal field theory: a Monte Carlo study
- Open source Matrix Product States: Opening ways to simulate entangled many-body quantum systems in one dimension
- TensorNetwork for Machine Learning
- Simulation of time evolution with the MERA
- Critical properties of homogeneous binary trees
- Classical spin models and the quantum stabilizer formalism
- Simulating generic spin-boson models with matrix product states
- Markov entropy decomposition: a variational dual for quantum belief propagation
- High-Precision Calculations in Strongly Coupled Quantum Field Theory with Next-to-Leading-Order Renormalized Hamiltonian Truncation
- A literature survey of low-rank tensor approximation techniques
- Contracting projected entangled pair states is average-case hard
- A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage
- Magnetization Plateau of Classical Ising Model on Shastry-Sutherland Lattice
- Optimizing Design Choices for Neural Quantum States
- The 2D AKLT state on the honeycomb lattice is a universal resource for quantum computation
- Symmetry protection of measurement-based quantum computation in ground states
- Two-dimensional quantum-link lattice Quantum Electrodynamics at finite density
- Multigrid Algorithms for Tensor Network States
- Algorithms for entanglement renormalization: boundaries, impurities and interfaces
- Dynamical simulations of classical stochastic systems using matrix product states
- Fourier transform of fermionic systems and the spectral tensor network
- Tree tensor network state approach for solving hierarchical equations of motion
- Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks
- Tensor Network simulation of polaron-polaritons in organic microcavities
- A tensor network quotient takes the vacuum to the thermal state
- Simulation of three-dimensional quantum systems with projected entangled-pair states
- Fast counting with tensor networks
- Scalable reconstruction of unitary processes and Hamiltonians
- Matrix product state formulation of the multiconfiguration time-dependent Hartree theory
- Superfluid density and quasi-long-range order in the one-dimensional disordered Bose-Hubbard model
- Multi-class quantum classifiers with tensor network circuits for quantum phase recognition
- A tensor network view of multilayer multiconfiguration time-dependent Hartree methods
- Simulating 2+1d lattice gauge theory with iPEPS
- Measurement-induced phase transitions on dynamical quantum trees
- Tensors in computations
- Anyonic entanglement renormalization
- An entanglement perspective on the quantum approximate optimization algorithm
- Trainability Enhancement of Parameterized Quantum Circuits via Reduced-Domain Parameter Initialization
- Entanglement structure of the Hubbard model in momentum space
- Tensor networks for unsupervised machine learning
- Categorical Tensor Network States
- Global symmetries in tensor network states: symmetric tensors versus minimal bond dimension
- Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data
- Automatic structural optimization of tree tensor networks
- Natural-Orbital Impurity Solver and Projection Approach for Green's Function
- Gauging tensor networks with belief propagation
- Tree tensor network classifiers for machine learning: from quantum-inspired to quantum-assisted
- No-go Theorem for One-way Quantum Computing on Naturally Occurring Two-level Systems
- Generative machine learning with tensor networks: benchmarks on near-term quantum computers
- Concatenated tensor network states
- The area law and real-space renormalization
- Normal projected entangled pair states generating the same state
- Quantum Skyrmion Lattices in Heisenberg Ferromagnets
- Self-assembling tensor networks and holography in disordered spin chains
- Exact NMR simulation of protein-size spin systems using tensor train formalism
- Algebraically contractible topological tensor network states
- Quantum state reduction for universal measurement based computation
- Charge and statistics of lattice quasiholes from density measurements: a Tree Tensor Network study
- Studying dynamics in two-dimensional quantum lattices using tree tensor network states
- Computing the renormalization group flow of two-dimensional theory with tensor networks
- Real-space renormalization yields finite correlations
- Compressing deep neural networks by matrix product operators
- Universal short-time quantum critical dynamics in imaginary time
- Reliable recovery of hierarchically sparse signals for Gaussian and Kronecker product measurements
- Entanglement-guided architectures of machine learning by quantum tensor network
- Holographic Tensor Networks in Full AdS/CFT
- Lectures on Quantum Tensor Networks
- Three-dimensional isometric tensor networks
- Hilbert curve vs Hilbert space: exploiting fractal 2D covering to increase tensor network efficiency
- Correlation-Enhanced Neural Networks as Interpretable Variational Quantum States
- Matrix product states for anyonic systems and efficient simulation of dynamics
- The Bose-Hubbard ground state: extended Bogoliubov and variational methods compared with time-evolving block decimation
- Thermal Pure Quantum Matrix Product States Recovering a Volume Law Entanglement
- Kitaev honeycomb tensor networks: exact unitary circuits and applications
- Adaptive-weighted tree tensor networks for disordered quantum many-body systems
- Classically estimating observables of noiseless quantum circuits
- Tree tensor-network real-time multiorbital impurity solver: Spin-orbit coupling and correlation functions in SrRuO
- Optimal sampling of dynamical large deviations in two dimensions via tensor networks
- Superfluid to Mott transition in a Bose-Hubbard ring: Persistent currents and defect formation
- Plaquette Renormalization Scheme for Tensor Network States
- Tensor network ranks
- Unveiling non-Markovian spacetime signalling in open quantum systems with long-range tensor network dynamics
- Tensor networks for interpretable and efficient quantum-inspired machine learning
- A tree tensor network approach to simulating Shor's algorithm
- QSpace - An open-source tensor library for Abelian and non-Abelian symmetries
- Quantum computing quantum Monte Carlo with hybrid tensor network for electronic structure calculations
- Quantum many-body scars in spin models with multibody interactions
- Mutual Information Scaling for Tensor Network Machine Learning
- Optimal Tree Tensor Network Operators for Tensor Network Simulations: Applications to Open Quantum Systems
- Solving search problems by strongly simulating quantum circuits
- Isometric tensor network optimization for extensive Hamiltonians is free of barren plateaus
- Weaving independently generated photons into an arbitrary graph state
- Entanglement bipartitioning and tree tensor networks
- Tensor Networks for Lattice Gauge Theories beyond one dimension: a Roadmap
- Entanglement in valence-bond-solid states on symmetric graphs
- Measurement-Based Quantum Computing with Valence-Bond-Solids
- Tensor networks for quantum computing
- Language Design as Information Renormalization
- Expressibility of comb tensor network states (CTNS) for the P-cluster and the FeMo-cofactor of nitrogenase
- Capturing exponential variance using polynomial resources: applying tensor networks to non-equilibrium stochastic processes
- Variational Monte Carlo simulations using tensor-product projected states
- Quantum-classical eigensolver using multiscale entanglement renormalization
- Measurement-based quantum computation and undecidable logic
- Fermionic algebraic quantum spin liquid in an octa-kagome frustrated antiferromagnet
- The Three-Legged Tree Tensor Networks with SU(2)- and molecular point group symmetry
- Quantum-assisted Monte Carlo algorithms for fermions
- Improved Efficiency of Open Quantum System Simulations Using Matrix Products States in the Interaction Picture
- Local Hamiltonians in Quantum Computation
- Tangent-Space Gradient Optimization of Tensor Network for Machine Learning
- Abelian and non-abelian symmetries in infinite projected entangled pair states
- Convolutional Polar Codes
- Efficient evaluation of high-order moments and cumulants in tensor network states
- Complete Characterization of the Ground Space Structure of Two-Body Frustration-Free Hamiltonians for Qubits
- Probabilistic low-rank factorization accelerates tensor network simulations of critical quantum many-body ground states
- Optimization at the boundary of the tensor network variety
- Calibrating the Classical Hardness of the Quantum Approximate Optimization Algorithm
- Kibble-Zurek scaling of the one-dimensional Bose-Hubbard model at finite temperatures
- Condensation of Anyons in Frustrated Quantum Magnets
- Current-induced bond rupture in single-molecule junctions: Effects of multiple electronic states and vibrational modes
- Matrix-Product based Projected Wave Functions Ansatz for Quantum Many-Body Ground States
- Tensor-network-assisted variational quantum algorithm
- Matrix Product States with Backflow correlations
- Phase diagram of the isotropic spin-3/2 model on the z=3 Bethe lattice
- On the closedness and geometry of tensor network state sets
- Self-Adaptive Tensor Network States with Multi-Site Correlators
- Open source Matrix Product States: Exact diagonalization and other entanglement-accurate methods revisited in quantum systems
- Entanglement scaling in fermion chains with a localization-delocalization transition and inhomogeneous modulations
- Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States
- The rise and fall of quantum and classical correlations in open-system dynamics
- Probing critical states of matter on a digital quantum computer
- From Tree Tensor Network to Multiscale Entanglement Renormalization Ansatz
- Framework for discrete-time quantum walks and a symmetric walk on a binary tree
- High-Precision Thermodynamic and Critical Properties from Tensor Renormalization-Group Flows
- Ultracold bosons in disordered superlattices: Mott-insulators induced by tunneling
- Uhlmann fidelities from tensor networks
- Disentangling Sources of Quantum Entanglement in Quench Dynamics
- Quantum Causal Unravelling
- Computing time-periodic steady-state currents via the time evolution of tensor network states
- Quantum State Concentration and Classification of Multipartite Entanglement
- Decohering Tensor Network Quantum Machine Learning Models
- Sharp complexity phase transitions generated by entanglement
- Simulation of Quantum Computing on Classical Supercomputers
- Graph-associated entanglement cost of a multipartite state in exact and finite-block-length approximate constructions
- On the descriptive power of Neural-Networks as constrained Tensor Networks with exponentially large bond dimension
- "Haldane" phases with ultracold fermionic atoms in double-well optical lattices
- Tensor network state correspondence and holography
- Tensor network language model
- Machine learning with tree tensor networks, CP rank constraints, and tensor dropout
- Disentangling Interacting Systems with Fermionic Gaussian Circuits: Application to Quantum Impurity Models
- Quantum error correction and large
- Tensor network methods with graph enhancement
- How local is the information in MPS/PEPS tensor networks?
- Compact Neural-network Quantum State representations of Jastrow and Stabilizer states
- Reduced basis surrogates for quantum spin systems based on tensor networks
- Hybrid Tree Tensor Networks for quantum simulation
- Quantum phase diagram of two-dimensional transverse field Ising model: unconstrained tree tensor network and mapping analysis
- Numerical Computation of Dynamically Important Excited States of Many-Body Systems
- Monogamy of entanglement and improved mean-field ansatz for spin lattices
- Simulating local measurements on a quantum many body system with stochastic matrix product states
- Equivalence of cost concentration and gradient vanishing for quantum circuits: An elementary proof in the Riemannian formulation
- Partonic distribution functions and amplitudes using tensor network methods
- Quantum criticality on a chiral ladder: an iDMRG study
- Quantum Hamiltonian complexity and the detectability lemma
- Constrained dynamics and confinement in the two-dimensional quantum Ising model
- Efficient Density Matrix Renormalization Group algorithm to study Y-Junctions with integer and half-integer spin
- Tensor Network Computations That Capture Strict Variationality, Volume Law Behavior, and the Efficient Representation of Neural Network States
- Neural-network Quantum States for Spin-1 systems: spin-basis and parameterization effects on compactness of representations
- Tensor Renormalization Group Centered About a Core Tensor
- Branching MERA codes: a natural extension of polar codes
- Optimal Symbolic Construction of Matrix Product Operators and Tree Tensor Network Operators
- Absence of barren plateaus and scaling of gradients in the energy optimization of isometric tensor network states
- Effects of interaction and polarization on spin-charge separation: A time-dependent spin-density-functional theory study
- Quantum Compression of Tensor Network States
- Heisenberg-limited metrology with perturbing interactions
- Uniform Matrix Product State in the Thermodynamic Limit
- Statistical Mechanics Approach to the Holographic Renormalization Group: Bethe Lattice Ising Model and p-adic AdS/CFT
- Tensor renormalization group approach to classical dimer models
- Quantum computation and the evaluation of tensor networks
- The Hubbard model on the Bethe lattice via variational uniform tree states: metal-insulator transition and a Fermi liquid
- Entropy Governed by the Absorbing State of Directed Percolation
- Classical spin systems and the quantum stabilizer formalism: general mappings and applications
- Capturing long-range memory structures with tree-geometry process tensors
- Fermionic Isometric Tensor Network States in Two Dimensions
- Superfluidity of fermions with repulsive on-site interaction in an anisotropic optical lattice near a Feshbach resonance
- Convergence and Quantum Advantage of Trotterized MERA for Strongly-Correlated Systems
- Hilbert space renormalization for the many-electron problem
- Combination of Tensor Network States and Green's function Monte Carlo
- Tensor Networks for Simulating Quantum Circuits on FPGAs
- Efficient classical computation of expectation values in a class of quantum circuits with an epistemically restricted phase space representation
- From quantum-enhanced to quantum-inspired Monte Carlo
- Interaction Decompositions for Tensor Network Regression
- State Diagrams to determine Tree Tensor Network Operators
- Point-coupling Hamiltonian for frequency-independent linear optical devices
- Low-temperature Gibbs states with tensor networks
- Variational quantum eigensolver with embedded entanglement using a tensor-network ansatz
- Probabilistic Inference in the Era of Tensor Networks and Differential Programming
- Optimizing Radiotherapy Plans for Cancer Treatment with Tensor Networks
- Charge and Spin Sharpening Transitions on Dynamical Quantum Trees
- Specialising Neural-network Quantum States for the Bose Hubbard Model
- Time-reversal symmetry adaptation in relativistic density matrix renormalization group algorithm
- Tensor Network States with Three-Site Correlators
- Image Classification by Throwing Quantum Kitchen Sinks at Tensor Networks
- Effective One-Dimensional Models from Matrix Product States
- A polynomial-time algorithm for ground states of spin trees
- Tensor tree learns hidden relational structures in data to construct generative models
- Tensor networks and efficient descriptions of classical data
- Simulation of Anyons Using Symmetric Tensor Network Algorithms
- Cons-training Tensor Networks: Embedding and Optimization Over Discrete Linear Constraints
- The State Preparation of Multivariate Normal Distributions using Tree Tensor Network
- Finite-size scaling on the torus with periodic projected entangled-pair states
- TensorKrowch: Smooth integration of tensor networks in machine learning
- Automatic Structural Search of Tensor Network States including Entanglement Renormalization
- Survey on Computational Applications of Tensor Network Simulations
- Leaf-to-leaf distances and their moments in finite and infinite m-ary tree graphs
- Efficient optimization and conceptual barriers in variational finite Projected Entangled-Pair States
- Entanglement of electrons and the lattice in a Luttinger system
- Limitations of Noisy Quantum Devices in Computational and Entangling Power
- Provably efficient neural network representation for image classification
- Incommensurate Matrix Product State for Quantum Spin Systems
- Ab-Initio Approach to Many-Body Quantum Spin Dynamics
- Stacked tree construction for free-fermion projected entangled pair states
- Noisy Quantum Trees: Infinite Protection Without Correction
- Improving accuracy of tree-tensor network approach by optimization of network structure
- Density matrix representation of hybrid tensor networks for noisy quantum devices
- Studies on the Role of Entanglement in Mixed-state Quantum Computation
- Quantum tensor network algorithms for evaluation of spectral functions on quantum computers
- Approximate Contraction of Arbitrary Tensor Networks with a Flexible and Efficient Density Matrix Algorithm
- Tensor Network Efficiently Representing Schmidt Decomposition of Quantum Many-Body States
- The Software Landscape for the Density Matrix Renormalization Group
- Multilayer wave functions: A recursive coupling of local excitations
- A useful way to obtain the central charge of entanglement Hamiltonian -- Nested entanglement entropy
- Efficient 2D Tensor Network Simulation of Quantum Systems
- Seeding neural network quantum states with tensor network states
- MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA
- Machine learning methods in quantum computing theory
- Simulating Quantum Circuits with Tree Tensor Networks using Density-Matrix Renormalization Group Algorithm
- Generating Generalised Ground-State Ansatzes from Few-Body Examples
- Studies of braided non-Abelian anyons using anyonic tensor networks
- On low-rank approximability of solutions to high-dimensional operator equations and eigenvalue problems
- Fractal decompositions and tensor network representations of Bethe wavefunctions
- A coherent approach to quantum-classical optimization
- Quantum Entanglement of Tensor Networks with Symmetry Projections
- Eigenvalues and Low Energy Eigenvectors of Quantum Many-Body Systems
- Practical recipes for the model order reduction, dynamical simulation, and compressive sampling of large-scale open quantum systems
- Optimal sampling of tensor networks targeting wave function's fast decaying tails
- Evaluating the Limits of QAOA Parameter Transfer at High-Rounds on Sparse Ising Models With Geometrically Local Cubic Terms
- Hybrid between biologically and quantum-inspired many-body states
- Non-Markovian steady states of a driven two-level system
- Accurate, full-dimensional computations of thousands of complex vibrational eigenstates with tree tensor network states
- Holographic Aspects of Dynamical Mean-Field Theory
- Convolutional Polar Codes on Channels with Memory using Tensor Networks
- Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks
- Hierarchical Search of Tree Tensor Networks for High-Dimensional Data
- Explicit properties of the simplest inhomogeneous Matrix-Product-State including the Riemann metric of the MPS manifold
- Multi-orbital dynamical mean-field theory with a complex-time solver
- Dynamical cluster-based strategy for improving tensor network algorithms in quantum circuit simulations
- Clifford Gates in the Holant Framework
- Tensorization of neural networks for improved privacy and interpretability
- Fractal Path Strategies for Efficient 2D DMRG Simulations
- TTNOpt: Tree tensor network package for high-rank tensor compression
- Tensor network states for the description of quantum many-body systems
- Tree tensor network impurity solver based on Cayley-tree mapping
- Process Tensor Approaches to Non-Markovian Quantum Dynamics