Variational Quantum Computation of Excited States
arXiv:1805.08138 · doi:10.22331/q-2019-07-01-156
Abstract
The calculation of excited state energies of electronic structure Hamiltonians has many important applications, such as the calculation of optical spectra and reaction rates. While low-depth quantum algorithms, such as the variational quantum eigenvalue solver (VQE), have been used to determine ground state energies, methods for calculating excited states currently involve the implementation of high-depth controlled-unitaries or a large number of additional samples. Here we show how overlap estimation can be used to deflate eigenstates once they are found, enabling the calculation of excited state energies and their degeneracies. We propose an implementation that requires the same number of qubits as VQE and at most twice the circuit depth. Our method is robust to control errors, is compatible with error-mitigation strategies and can be implemented on near-term quantum computers.
7 pages, 8 figures
References in corpus (30)
- Quantum Computing in the NISQ era and beyond
- Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
- A variational eigenvalue solver on a quantum processor
- Supervised learning with quantum enhanced feature spaces
- The theory of variational hybrid quantum-classical algorithms
- A Quantum Approximate Optimization Algorithm
- Simulated Quantum Computation of Molecular Energies
- Quantum principal component analysis
- Error mitigation for short-depth quantum circuits
- Scalable Quantum Simulation of Molecular Energies
- Towards Practical Quantum Variational Algorithms
- Quantum optimization using variational algorithms on near-term quantum devices
- Variational ansatz-based quantum simulation of imaginary time evolution
- Practical Quantum Error Mitigation for Near-Future Applications
- Hybrid Quantum-Classical Hierarchy for Mitigation of Decoherence and Determination of Excited States
- Robust determination of molecular spectra on a quantum processor
- Generalized Unitary Coupled Cluster Wavefunctions for Quantum Computation
- Quantum Simulation of Electronic Structure with Linear Depth and Connectivity
- ProjectQ: An Open Source Software Framework for Quantum Computing
- A generative modeling approach for benchmarking and training shallow quantum circuits
- Variational quantum algorithms for discovering Hamiltonian spectra
- Learning the quantum algorithm for state overlap
- Error-mitigated digital quantum simulation
- Low-cost error mitigation by symmetry verification
- Accelerated Variational Quantum Eigensolver
- Witnessing eigenstates for quantum simulation of Hamiltonian spectra
- Optimal Quantum Measurements of Expectation Values of Observables
- The SWAP test and the Hong-Ou-Mandel effect are equivalent
- Application of fermionic marginal constraints to hybrid quantum algorithms
- QVECTOR: an algorithm for device-tailored quantum error correction
Cited by in corpus (255)
- Variational Quantum Algorithms
- Noisy intermediate-scale quantum (NISQ) algorithms
- Quantum computational chemistry
- Quantum Chemistry in the Age of Quantum Computing
- The Variational Quantum Eigensolver: a review of methods and best practices
- Hybrid quantum-classical algorithms and quantum error mitigation
- Generalized Unitary Coupled Cluster Wavefunctions for Quantum Computation
- A random compiler for fast Hamiltonian simulation
- Subspace-search variational quantum eigensolver for excited states
- Variational quantum simulation of general processes
- Variational Fast Forwarding for Quantum Simulation Beyond the Coherence Time
- Quantum Computing for High-Energy Physics: State of the Art and Challenges. Summary of the QC4HEP Working Group
- Real- and imaginary-time evolution with compressed quantum circuits
- Quantum equation of motion for computing molecular excitation energies on a noisy quantum processor
- Variational Quantum State Diagonalization
- Variational Quantum Linear Solver
- A perspective on the current state-of-the-art of quantum computing for drug discovery applications
- Sequential minimal optimization for quantum-classical hybrid algorithms
- Emerging quantum computing algorithms for quantum chemistry
- Efficient quantum measurement of Pauli operators in the presence of finite sampling error
- Exponential Error Suppression for Near-Term Quantum Devices
- SU(2) hadrons on a quantum computer
- Methodology for replacing indirect measurements with direct measurements
- Variational Quantum algorithm for Poisson equation
- Quantum Krylov subspace algorithms for ground and excited state energy estimation
- Calculating energy derivatives for quantum chemistry on a quantum computer
- Near-Term Quantum Computing Techniques: Variational Quantum Algorithms, Error Mitigation, Circuit Compilation, Benchmarking and Classical Simulation
- Hardware Efficient Quantum Algorithms for Vibrational Structure Calculations
- Neural Predictor based Quantum Architecture Search
- Adaptive Variational Quantum Imaginary Time Evolution Approach for Ground State Preparation
- Calculation of the Green's function on near-term quantum computers
- Symmetry-adapted variational quantum eigensolver
- Generalized quantum subspace expansion
- A state-averaged orbital-optimized hybrid quantum-classical algorithm for a democratic description of ground and excited states
- Quantum computing of the Li nucleus via ordered unitary coupled clusters
- A Feasible Approach for Automatically Differentiable Unitary Coupled-Cluster on Quantum Computers
- Prospects of Quantum Computing for Molecular Sciences
- Variational Quantum Singular Value Decomposition
- Tequila: A platform for rapid development of quantum algorithms
- Variational quantum algorithm based on the minimum potential energy for solving the Poisson equation
- Applications of Quantum Computing for Investigations of Electronic Transitions in Phenylsulfonyl-carbazole TADF Emitters
- Variational Quantum Eigensolver with Reduced Circuit Complexity
- Scaling of variational quantum circuit depth for condensed matter systems
- Multicore Quantum Computing
- Quantum HF/DFT-Embedding Algorithms for Electronic Structure Calculations: Scaling up to Complex Molecular Systems
- Theory of analytical energy derivatives for the variational quantum eigensolver
- How will quantum computers provide an industrially relevant computational advantage in quantum chemistry?
- Quantum Computational Quantification of Protein-Ligand Interactions
- Variational Quantum-Neural Hybrid Eigensolver
- Penalty methods for variational quantum eigensolver
- JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods
- Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm
- Measurement cost of metric-aware variational quantum algorithms
- Quantum inverse iteration algorithm for programmable quantum simulators
- Calculating transition amplitudes by variational quantum deflation
- Overlapped grouping measurement: A unified framework for measuring quantum states
- A Variational Quantum Algorithm for Preparing Quantum Gibbs States
- Determining the proton content with a quantum computer
- Adaptive variational quantum eigensolvers for highly excited states
- Near- and long-term quantum algorithmic approaches for vibrational spectroscopy
- Quantum Analytic Descent
- Generalized quantum circuit differentiation rules
- Variational Quantum Computation of Molecular Linear Response Properties on a Superconducting Quantum Processor
- Variational Quantum Simulation for Periodic Materials
- Quantum phase detection generalisation from marginal quantum neural network models
- Quantum natural gradient generalised to noisy and non-unitary circuits
- Dynamical mean field theory algorithm and experiment on quantum computers
- Quantum unary approach to option pricing
- Robust resource-efficient quantum variational ansatz through evolutionary algorithm
- Light-Front Field Theory on Current Quantum Computers
- Quantum Kernel Methods for Solving Differential Equations
- Abrupt Transitions in Variational Quantum Circuit Training
- Variational Quantum Algorithm for Non-equilibrium Steady States
- A Quantum Algorithm to Calculate Band Structure at the EOM Level of Theory
- Solving hadron structures using the basis light-front quantization approach on quantum computers
- Quantum Machine-Learning for Eigenstate Filtration in Two-Dimensional Materials
- Analytical nonadiabatic couplings and gradients within the state-averaged orbital-optimized variational quantum eigensolver
- An efficient adaptive variational quantum solver of the Schrodinger equation based on reduced density matrices
- Variational Quantum Algorithms for Dimensionality Reduction and Classification
- Simulating the electronic structure of spin defects on quantum computers
- Construction of Green's functions on a quantum computer: applications to molecular systems
- A variational quantum eigensolver for dynamic correlation functions
- Variational quantum algorithm for molecular geometry optimization
- Quantum autoencoders with enhanced data encoding
- Quantum simulations of excited states with active-space downfolded Hamiltonians
- Symmetry enhanced variational quantum spin eigensolver
- Orbital transformations to reduce the 1-norm of the electronic structure Hamiltonian for quantum computing applications
- Quantum Architecture Search with Meta-learning
- Recent progress in the JARVIS infrastructure for next-generation data-driven materials design
- Computation of molecular excited states on IBM quantum computers using a discriminative variational quantum eigensolver
- Variational Quantum Classifiers Through the Lens of the Hessian
- Probing many-body localization by excited-state VQE
- Quantum Computation for Periodic Solids in Second Quantization
- Preserving Symmetries for Variational Quantum Eigensolvers in the Presence of Noise
- Noisy intermediate-scale quantum algorithm for semidefinite programming
- Shallow-circuit variational quantum eigensolver based on symmetry-inspired Hilbert space partitioning for quantum chemical calculations
- Variational quantum algorithm with information sharing
- Quantum computation of silicon electronic band structure
- Variational quantum simulation of U(1) lattice gauge theories with qudit systems
- Folded Spectrum VQE : A quantum computing method for the calculation of molecular excited states
- Strategies for the Determination of the Running Coupling of -dimensional QED with Quantum Computing
- Efficient Quantum State Sample Tomography with Basis-dependent Neural-networks
- Benchmarking variational quantum eigensolvers for the square-octagon-lattice Kitaev model
- Hamiltonian operator approximation for energy measurement and ground state preparation
- Analytical energy gradient for state-averaged orbital-optimized variational quantum eigensolvers and its application to a photochemical reaction
- Training variational quantum circuits with CoVaR: covariance root finding with classical shadows
- Preparing Valence-Bond-Solid states on noisy intermediate-scale quantum computers
- Selected topics of quantum computing for nuclear physics
- Molecular Excited State Calculations with Adaptive Wavefunctions on a Quantum Eigensolver Emulation: Reducing Circuit Depth and Separating Spin States
- Accelerated variational algorithms for digital quantum simulation of many-body ground states
- Optimal training of variational quantum algorithms without barren plateaus
- Variational Quantum-Based Simulation of Waveguide Modes
- One-particle Green's functions from the quantum equation of motion algorithm
- Quantum-Selected Configuration Interaction: classical diagonalization of Hamiltonians in subspaces selected by quantum computers
- Quantum computing critical exponents
- Predicting excited states from ground state wavefunction by supervised quantum machine learning
- Collective optimization for variational quantum eigensolvers
- A diagrammatic approach to variational quantum ansatz construction
- Quantum simulation of excited states from parallel contracted quantum eigensolvers
- Finite-size criticality in fully connected spin models on superconducting quantum hardware
- Sampling Overhead Analysis of Quantum Error Mitigation: Uncoded vs. Coded Systems
- Charge and spin response functions on a quantum computer: applications to molecules
- Quantum Simulation of 2D Quantum Chemistry in Optical Lattices
- A systematic variational approach to band theory in a quantum computer
- Quantum Simulations of SO(5) Many-Fermion Systems using Qudits
- HamLib: A library of Hamiltonians for benchmarking quantum algorithms and hardware
- State Preparation Boosters for Early Fault-Tolerant Quantum Computation
- Calculating nonadiabatic couplings and Berry's phase by variational quantum eigensolvers
- Extending the Variational Quantum Eigensolver to Finite Temperatures
- Post-Hartree-Fock method in Quantum Chemistry for Quantum Computer
- Variational Simulation of Schwinger's Hamiltonian with Polarisation Qubits
- Quasiparton distributions in massive QED2: Toward quantum computation
- Variational quantum algorithm for ergotropy estimation in quantum many-body batteries
- Certified variational quantum algorithms for eigenstate preparation
- GSQAS: Graph Self-supervised Quantum Architecture Search
- Quantum algorithms for the generalized eigenvalue problem
- Quantum computer-aided design: digital quantum simulation of quantum processors
- Quantum Equation of Motion with Orbital Optimization for Computing Molecular Properties in Near-Term Quantum Computing
- Ground and Excited States from Ensemble Variational Principles
- QChemistry: A quantum computation platform for quantum chemistry
- A variational quantum algorithm for Hamiltonian diagonalization
- Ensemble-learning error mitigation for variational quantum shallow-circuit classifiers
- Hybrid Quantum/Classical Derivative Theory: Analytical Gradients and Excited-State Dynamics for the Multistate Contracted Variational Quantum Eigensolver
- Variational quantum solutions to the Shortest Vector Problem
- Quantum gradient descent algorithms for nonequilibrium steady states and linear algebraic systems
- Quantum correlation alignment for unsupervised domain adaptation
- Subspace methods for the simulation of molecular response properties on a quantum computer
- Entanglement Diagnostics for Efficient Quantum Computation
- Variational quantum algorithms for scanning the complex spectrum of non-Hermitian systems
- Reducing the Resources Required by ADAPT-VQE Using Coupled Exchange Operators and Improved Subroutines
- Multi-Level Variational Spectroscopy using a Programmable Quantum Simulator
- Algorithmic Shadow Spectroscopy
- Quantum Chemistry Calculations using Energy Derivatives on Quantum Computers
- Spin coupling is all you need: Encoding strong electron correlation in molecules on quantum computers
- Hybrid quantum-classical algorithms for solving quantum chemistry in Hamiltonian-wavefunction space
- Quantum computing Floquet energy spectra
- A general framework for active space embedding methods: applications in quantum computing
- Efficient Assessment of Process Fidelity
- Partitioning Quantum Chemistry Simulations with Clifford Circuits
- Excited-state molecular dynamics simulation based on variational quantum algorithms
- Quantum Computation of Eigenvalues within Target Intervals
- Convex Optimization for Nonequilibrium Steady States on a Hybrid Quantum Processor
- Variational quantum algorithm for generalized eigenvalue problems and its application to the finite element method
- Fast-forwarding quantum simulation with real-time quantum Krylov subspace algorithms
- Magnetic Phases of Spatially-Modulated Spin-1 Chains in Rydberg Excitons: Classical and Quantum Simulations
- Near-term Efficient Quantum Algorithms for Entanglement Analysis
- Quantum Computation for Predicting Electron and Phonon Properties of Solids
- Hückel Molecular Orbital Theory on a Quantum Computer: A Scalable System-Agnostic Variational Implementation with Compact Encoding
- Many-Body Excited States with a Contracted Quantum Eigensolver
- Reduced density matrix formulation of quantum linear response
- Quantum computing for classical problems: Variational Quantum Eigensolver for activated processes
- Noise-Robust Detection of Quantum Phase Transitions
- Calculation of core-excited and core-ionized states using variational quantum deflation method and applications to photocatalyst modelling
- Advancing quantum simulations of nuclear shell model with noise-resilient protocols
- Non-adiabatic Quantum Wavepacket Dynamics Simulation Based on Electronic Structure Calculations using the Variational Quantum Eigensolver
- A full circuit-based quantum algorithm for excited-states in quantum chemistry
- Variational quantum computing for quantum simulation: principles, implementations, and challenges
- Simulation of a feedback-based algorithm for quantum optimization for a realistic neutral atom system with an optimized small-angle controlled-phase gate
- Measuring Trotter error and its application to precision-guaranteed Hamiltonian simulations
- Simulator Demonstration of Large Scale Variational Quantum Algorithm on HPC Cluster
- Quantum technologies for climate change: Preliminary assessment
- SHARC-VQE: Simplified Hamiltonian Approach with Refinement and Correction enabled Variational Quantum Eigensolver for Molecular Simulation
- Ab initio extended Hubbard model of short polyenes for efficient quantum computing
- Variational quantum simulation of long-range interacting systems
- Maximising Quantum-Computing Expressive Power through Randomised Circuits
- Differentiable quantum computational chemistry with PennyLane
- Simulating thermodynamic properties of dinuclear metal complexes using Variational Quantum Algorithms
- Characterizing conical intersections of nucleobases on quantum computers
- Subspace-Search Quantum Imaginary Time Evolution for Excited State Computations
- Quantum computing of the pairing Hamiltonian at finite temperatures
- Improved resource-tunable near-term quantum algorithms for transition probabilities, with applications in physics and variational quantum linear algebra
- Variational Optimization for Quantum Problems using Deep Generative Networks
- Stochastic Real-Time Second-Order Green's Function Theory for Neutral Excitations in Molecules and Nanostructures
- Simulating a quasiparticle on a quantum device
- Quantum algorithm for calculation of transition amplitudes in hybrid tensor networks
- Full Band Structure Calculation of Semiconducting Materials on a Noisy Quantum Processor
- Excited state search using quantum annealing
- Universal noise-precision relations in variational quantum algorithms
- Near-term quantum algorithm for computing molecular and materials properties based on recursive variational series methods
- Advantage of discrete variable representation in variational quantum eigensolvers for vibrational energy calculations
- Sequence of penalties method to study excited states using VQE
- Quantum locally linear embedding for nonlinear dimensionality reduction
- Self-consistent Quantum Linear Response with a Polarizable Embedding environment
- Deep variational quantum eigensolver for excited states and its application to quantum chemistry calculation of periodic materials
- A Method of Determining Excited-States for Quantum Computation
- Variational Quantum Simulation of Valence-Bond Solids
- Simulation of a Three-Nucleons System Transition on Quantum Circuits
- Spontaneous symmetry breaking in a non-Abelian lattice gauge theory in D with quantum algorithms
- Towards solving the BCS Hamiltonian gap in Near-Term Quantum Computers
- Comparative study on compact quantum circuits of hybrid quantum-classical algorithms for quantum impurity models
- Hamiltonian Forging of a Thermofield Double
- Efficient Quantum Simulation of Non-Adiabatic Molecular Dynamics with Precise Electronic Structure
- Crosstalk-Based Parameterized Quantum Circuit Approximation
- Quantum Computing Beyond Ground State Electronic Structure: A Review of Progress Toward Quantum Chemistry Out of the Ground State
- Photonic variational quantum eigensolver for NISQ-compatible quantum technology
- Entanglement-informed Construction of Variational Quantum Circuits
- Excited-State Response Theory Within the Context of the Coupled-Cluster Formalism
- NISQ algorithm for the matrix elements of a generic observable
- qLEET: Visualizing Loss Landscapes, Expressibility, Entangling Power and Training Trajectories for Parameterized Quantum Circuits
- Exponential distillation of dominant eigenproperties
- The Levy-Lieb embedding of density functional theory and its Quantum Kernel: Illustration for the Hubbard Dimer using near-term quantum algorithms
- Tangent Space Excitation Ansatz for Quantum Circuits
- Excited state calculations using variational quantum eigensolver with spin-restricted ansätze and automatically-adjusted constraints
- Variational simulation of higher-spin systems on qubit-based quantum simulators
- Empirical Power of Quantum Encoding Methods for Binary Classification
- Resource-efficient quantum algorithm for linear systems of equations
- Hybrid Quantum-Classical Eigensolver Without Variation or Parametric Gates
- Feedback-Based Quantum Strategies for Constrained Combinatorial Optimization Problems
- Finding the Dynamics of an Integrable Quantum Many-Body System via Machine Learning
- State preparation and evolution in quantum computing: a perspective from Hamiltonian moments
- Quantum transfer component analysis for domain adaptation
- A low-circuit-depth quantum computing approach to the nuclear shell model
- Encoding strongly-correlated many-boson wavefunctions on a photonic quantum computer: application to the attractive Bose-Hubbard model
- Finding eigenvectors with a quantum variational algorithm
- Single magnon excited states of a Heisenberg spin-chain using a quantum computer
- The Complexity of Approximating Critical Points of Quantum Phase Transitions
- Block Lanczos method for excited states on a quantum computer
- Approximate Phase Search and Eigen Estimation using Modified Grover's Algorithm
- Molecular resonance identification in complex absorbing potentials via integrated quantum computing and high-throughput computing
- A penalty-free quantum algorithm to find energy eigenstates
- Constrained free energy minimization for the design of thermal states and stabilizer thermodynamic systems
- Data Efficient Prediction of excited-state properties using Quantum Neural Networks
- Quantum Computation
- Accelerated spin-adapted ground state preparation with non-variational quantum algorithms
- Quantum Heaviside Eigen Solver
- Optical Quantum Computing
- Analog Quantum Approximate Optimization Algorithm
- Hybrid Quantum-Classical Clustering for Preparing a Prior Distribution of Eigenspectrum
- A combined quantum-classical method applied to material design: optimization and discovery of photochromic materials for photopharmacology applications
- Bethe ansatz on a quantum computer?
- Variational Quantum Simulation of Chemical Dynamics with Quantum Computers
- Efficient implementation of single particle Hamiltonians in exponentially reduced qubit space
- Orthogonally Constrained CASSCF Framework: Newton-Raphson Orbital Optimization and Nuclear Gradients
- Exploring fixed points and eigenstates of quantum systems with reinforcement learning
- Quantum algorithm for one-quasiparticle excitations in the thermodynamic limit via cluster-additive block diagonalization