An Efficient Matrix Product Operator Representation of the Quantum-Chemical Hamiltonian
arXiv:1510.02026 · doi:10.1063/1.4939000
Abstract
We describe how to efficiently construct the quantum chemical Hamiltonian operator in matrix product form. We present its implementation as a density matrix renormalization group (DMRG) algorithm for quantum chemical applications in a purely matrix product based framework. Existing implementations of DMRG for quantum chemistry are based on the traditional formulation of the method, which was developed from a viewpoint of Hilbert space decimation and attained a higher performance compared to straightforward implementations of matrix product based DMRG. The latter variationally optimizes a class of ansatz states known as matrix product states (MPS), where operators are correspondingly represented as matrix product operators (MPO). The MPO construction scheme presented here eliminates the previous performance disadvantages while retaining the additional flexibility provided by a matrix product approach; for example, the specification of expectation values becomes an input parameter. In this way, MPOs for different symmetries - abelian and non-abelian - and different relativistic and non-relativistic models may be solved by an otherwise unmodified program.
11 pages, 7 figures
References in corpus (13)
- The density-matrix renormalization group in the age of matrix product states
- Matrix Product Density Operators: Simulation of finite-T and dissipative systems
- DMRG and periodic boundary conditions: a quantum information perspective
- From density-matrix renormalization group to matrix product states
- Entropy scaling and simulability by Matrix Product States
- The density matrix renormalization group for ab initio quantum chemistry
- A spin-adapted Density Matrix Renormalization Group algorithm for quantum chemistry
- Entanglement scaling in critical two-dimensional fermionic and bosonic systems
- Applying matrix product operators to model systems with long-range interactions
- Finite automata for caching in matrix product algorithms
- Implementing global Abelian symmetries in projected entangled-pair state algorithms
- Matrix Product State applications for the ALPS project
- Construction of CASCI-type wave functions for very large active spaces
Cited by in corpus (81)
- Machine learning for electronically excited states of molecules
- The DIRAC code for relativistic molecular calculations
- Automated Selection of Active Orbital Spaces
- The Density Matrix Renormalization Group in Chemistry and Molecular Physics: Recent Developments and New Challenges
- Generic Construction of Efficient Matrix Product Operators
- Entanglement scaling of operators: a conformal field theory approach, with a glimpse of simulability of long-time dynamics in 1+1d
- Multi-reference perturbation theory with Cholesky decomposition for the density matrix renormalization group
- Large-scale quantum-dynamics with matrix product states
- Block2: a comprehensive open source framework to develop and apply state-of-the-art DMRG algorithms in electronic structure and beyond
- The Delicate Balance of Static and Dynamic Electron Correlation
- Spin-adapted Matrix Product States and Operators
- autoCAS: a program for fully automated multi-configurational calculations
- Low communication high performance ab initio density matrix renormalization group algorithms
- Hybrid-space density matrix renormalization group study of the doped two-dimensional Hubbard model
- Automated Identification of Relevant Frontier Orbitals for Chemical Compounds and Processes
- Second-Order Self-Consistent-Field Density-Matrix Renormalization Group
- Systematic Error Estimation for Chemical Reaction Energies
- Calculation of Ligand Dissociation Energies in Large Transition-Metal Complexes
- DMRG-CASPT2 study of the longitudinal static second hyperpolarizability of all-trans polyenes
- Measuring Multi-Configurational Character by Orbital Entanglement
- Vibrational Density Matrix Renormalization Group
- A General Automatic Method for Optimal Construction of Matrix Product Operators Using Bipartite Graph Theory
- T3NS: three-legged tree tensor network states
- A nonorthogonal state-interaction approach for matrix product state wave functions
- Multi-State Pair-Density Functional Theory
- Electronic correlations and magnetic interactions in infinite-layer NdNiO
- Optimization of highly excited matrix product states with an application to vibrational spectroscopy
- Externally-Contracted Multi-Reference Configuration Interaction Method Using a DMRG Reference Wave Function
- Excited-state DMRG made simple with FEAST
- Symmetry-Protected Topological Phases in a Rydberg Glass
- Analytical Gradient Theory for Strongly Contracted (SC-) and Partially Contracted (PC-) N-Electron Valence State Perturbation Theory (NEVPT2)
- Transcorrelated Density Matrix Renormalization Group
- The Polarizable Embedding Density Matrix Renormalization Group Method
- Electron Dynamics with the Time-Dependent Density Matrix Renormalization Group
- Corresponding Active Orbital Spaces along Chemical Reaction Paths
- Nuclear-Electronic All-Particle Density Matrix Renormalization Group
- Quantum correlations in molecules: from quantum resourcing to chemical bonding
- Approximate analytical gradients and nonadiabatic couplings for the state-average density matrix renormalization group self-consistent field method
- Explicitly correlated electronic structure calculations with transcorrelated matrix product operators
- High-throughput ab initio reaction mechanism exploration in the cloud with automated multi-reference validation
- Is Externally Corrected Coupled Cluster Always Better than the Underlying Truncated Configuration Interaction?
- Quantum Proton Effects from Density Matrix Renormalization Group Calculations
- Multi-Reference Epstein-Nesbet Perturbation Theory with Density Matrix Renormalization Group Reference Wavefunction
- Flexible DMRG-based framework for anharmonic vibrational calculations
- An efficient stochastic algorithm for the perturbative density matrix renormalization group in large active spaces
- SCINE -- Software for Chemical Interaction Networks
- Computing partial traces and reduced density matrices
- Exploration of H2 binding to the [NiFe]-hydrogenase active site with multiconfigurational density functional theory
- A self-consistent field approach for the variational quantum eigensolver: orbital optimization goes adaptive
- Optimal Tree Tensor Network Operators for Tensor Network Simulations: Applications to Open Quantum Systems
- A comparison between the one- and two-step spin-orbit coupling approaches based on the ab initio Density Matrix Renormalization Group
- Quantum information-based analysis of electron-deficient bonds
- Minimal matrix product states and generalizations of mean-field and geminal wavefunctions
- High ground state overlap via quantum embedding methods
- Multireference protonation energetics of a dimeric model of nitrogenase iron-sulfur clusters
- Sum-of-products form of the molecular electronic Hamiltonian and application within the MCTDH method
- Tree tensor network hierarchical equations of motion based on time-dependent variational principle for efficient open quantum dynamics in structured thermal environments
- Renormalized Internally-Contracted Multireference Coupled Cluster with Perturbative Triples
- Optimal Symbolic Construction of Matrix Product Operators and Tree Tensor Network Operators
- Laplace-transformed multi-reference second-order perturbation theories in the atomic and active molecular orbital basis
- Complete Active Space Iterative Coupled Cluster Theory
- Striking the Right Balance of Encoding Electron Correlation in the Hamiltonian and the Wavefunction Ansatz
- Simulating fermions in spin-dependent potentials with spin models on an energy lattice
- Orthogonally Constrained Orbital Optimization: assessing changes of optimal orbitals for orthogonal multi-reference states
- State Diagrams to determine Tree Tensor Network Operators
- Heron: Visualizing and Controlling Chemical Reaction Explorations and Networks
- Compact sum-of-products form of the molecular electronic Hamiltonian based on canonical polyadic decomposition
- QCMaquis 4.0: Multi-Purpose Electronic, Vibrational, and Vibronic Structure and Dynamics Calculations with the Density Matrix Renormalization Group
- Efficient simulation of inhomogeneously correlated systems using block interaction product states
- Orbital Entanglement and The Double -Shell Effect in Binary Transition Metal Molecules
- A Quantum-Inspired Algorithm for Wave Simulation Using Tensor Networks
- Simulating Quantum Turbulence with Matrix Product States
- Comparison between explicit and implicit discretization strategies for a dissipative thermal environment
- Quantum max-flow in the bridge graph
- Scaling up the transcorrelated density matrix renormalization group
- The Software Landscape for the Density Matrix Renormalization Group
- Spin-pure Stochastic-CASSCF via GUGA-FCIQMC applied to Iron Sulfur Clusters
- Addressing Strong Correlation by Approximate Coupled-Pair Methods with Active-Space and Full Treatments of Three-Body Clusters
- Enhanced Krylov Methods for Molecular Hamiltonians: Reduced Memory Cost and Complexity Scaling via Tensor Hypercontraction
- Time evolution of controlled many-body quantum systems with matrix product operators
- paces: Parallelized Application of Co-Evolving Subspaces, a method for computing quantum dynamics on GPUs