Time-step targeting time-dependent and dynamical density matrix renormalization group algorithms with ab initio Hamiltonians
arXiv:1706.09537 · doi:10.1021/acs.jctc.7b00682
Abstract
We study the dynamical density matrix renormalization group (DDMRG) and time-dependent density matrix renormalization group (td-DMRG) algorithms in the ab initio context, to compute dynamical correlation functions of correlated systems. We analyze the strengths and weaknesses of the two methods in small model problems, and propose two simple improved formulations, DDMRG and td-DMRG, that give increased accuracy at the same bond dimension, at a nominal increase in cost. We apply DDMRG to obtain the oxygen core-excitation energy in the water molecule in a quadruple-zeta quality basis, which allows us to estimate the remaining correlation error in existing coupled cluster results. Further, we use DDMRG to compute the local density of states and gaps, and td-DMRG to compute the complex polarization function, in linear hydrogen chains with up to 50 H atoms, to study metallicity and delocalization as a function of bond-length.
References in corpus (33)
- The density-matrix renormalization group in the age of matrix product states
- The density-matrix renormalization group
- Efficient classical simulation of slightly entangled quantum computations
- Real time evolution using the density matrix renormalization group
- Time-dependent density-matrix renormalization-group using adaptive effective Hilbert spaces
- Time-dependent variational principle for quantum lattices
- The Quantum-Mechanical Position Operator in Extended Systems
- Ab Initio Quantum Chemistry using the Density Matrix Renormalization Group
- Dynamical density-matrix renormalization-group method
- Orbital Optimization in the Density Matrix Renormalization Group, with applications to polyenes and β-carotene
- Time-evolving a matrix product state with long-ranged interactions
- The density matrix renormalization group for ab initio quantum chemistry
- Tensor product methods and entanglement optimization for ab initio quantum chemistry
- Dynamical Correlation Functions using the Density Matrix Renormalization Group
- A practical guide to density matrix embedding theory in quantum chemistry
- A spin-adapted Density Matrix Renormalization Group algorithm for quantum chemistry
- Controlling the accuracy of the density matrix renormalization group method: The Dynamical Block State Selection approach
- Post-Matrix Product State Methods: To tangent space and beyond
- Multireference Correlation in Long Molecules with the Quadratic Scaling Density Matrix Renormalization Group
- Density matrix algorithm for the calculation of dynamical properties of low dimensional systems
- Time-dependent density-matrix renormalization group: A systematic method for the study of quantum many-body systems out-of-equilibrium
- Time-step targetting methods for real-time dynamics using DMRG
- Chebyshev matrix product state approach for spectral functions
- Strong electronic correlation in the Hydrogen chain: a variational Monte Carlo study
- Strong correlations via constrained-pairing mean-field theory
- Chebyshev expansion for Impurity Models using Matrix Product States
- Four-Component Density Matrix Renormalization Group
- Dynamical Mean-Field Theory for Quantum Chemistry
- Spectral functions and time evolution from the Chebyshev recursion
- Linear Response Theory for the Density Matrix Renormalization Group: Efficient Algorithms for Strongly Correlated Excited States
- Analytic response theory for the density matrix renormalization group
- Investigation of metal-insulator like transition through the ab initio density matrix renormalization group approach
- Dynamical simulations of polaron transport in conjugated polymers with the inclusion of electron-electron interactions
Cited by in corpus (43)
- Time-evolution methods for matrix-product states
- The Density Matrix Renormalization Group in Chemistry and Molecular Physics: Recent Developments and New Challenges
- Lecture Notes of Tensor Network Contractions
- Time Dependent Variational Principle with Ancillary Krylov Subspace
- Time-Dependent Density Matrix Renormalization Group Algorithms for Nearly Exact Absorption and Fluorescence Spectra of Molecular Aggregates at Both Zero and Finite Temperature
- 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
- Ground-state properties of the hydrogen chain: insulator-to-metal transition, dimerization, and magnetic phases
- Time-dependent Density Matrix Renormalization Group Quantum Dynamics for Realistic Chemical Systems
- Numerical Assessment for Accuracy and GPU Acceleration of TD-DMRG Time Evolution Schemes
- Computing vibrational eigenstates with tree tensor network states (TTNS)
- Efficient Formulation of Ab Initio Quantum Embedding in Periodic Systems: Dynamical Mean-Field Theory
- A General Automatic Method for Optimal Construction of Matrix Product Operators Using Bipartite Graph Theory
- Ab Initio Full Cell GW+DMFT for Correlated Materials
- Coupled-cluster impurity solvers for dynamical mean-field theory
- Third-order algebraic diagrammatic construction theory for electron attachment and ionization energies: Conventional and Green's function implementation
- Constructing Tensor Network Influence Functionals for General Quantum Dynamics
- Initial state preparation for quantum chemistry on quantum computers
- Optimization of highly excited matrix product states with an application to vibrational spectroscopy
- Parallel time-dependent variational principle algorithm for matrix product states
- A tensor network view of multilayer multiconfiguration time-dependent Hartree methods
- Second-Order Multi-Reference Algebraic Diagrammatic Construction Theory for Photoelectron Spectra of Strongly Correlated Systems
- Transcorrelated Density Matrix Renormalization Group
- Ultrafast ab-initio Quantum Chemistry Using Matrix Product States
- On the characteristic features of ionization in QED environments
- Electron Dynamics with the Time-Dependent Density Matrix Renormalization Group
- Real-time operator evolution in two and three dimensions via sparse Pauli dynamics
- Nonadiabatic Field: A Conceptually Novel Approach for Nonadiabatic Quantum Molecular Dynamics
- Unified Deep Learning Framework for Many-Body Quantum Chemistry via Green's Functions
- Conservation laws in coupled cluster dynamics at finite-temperature
- Interacting-bath dynamical embedding for capturing non-local electron correlation in solids
- Entanglement in the quantum phases of an unfrustrated Rydberg atom array
- Dynamical correlation functions from complex time evolution
- Simulating real-time molecular electron dynamics efficiently using the time-dependent density matrix renormalization group
- Computing excited eigenstates using inexact Lanczos methods and tree tensor network states
- Zero-site DMRG and the optimal low-rank correction
- Towards Excitations and Dynamical Quantities in Correlated Lattices with Density Matrix Embedding Theory
- Locally accurate tensor networks for thermal states and time evolution
- Energy-filtered excited states and real-time dynamics served in a contour integral
- Enhanced Krylov Methods for Molecular Hamiltonians: Reduced Memory Cost and Complexity Scaling via Tensor Hypercontraction
- N-Mode Quantized Anharmonic Vibronic Hamiltonians for Matrix Product State Dynamics
- Competing states in the triangular-lattice - Heisenberg model: a dynamical density-matrix renormalization group study
- Numerically efficient unitary evolution for Hamiltonians beyond nearest-neighbors