Quantum orbital-optimized unitary coupled cluster methods in the strongly correlated regime: Can quantum algorithms outperform their classical equivalents?
@article{Sokolov2019QuantumOU, title={Quantum orbital-optimized unitary coupled cluster methods in the strongly correlated regime: Can quantum algorithms outperform their classical equivalents?}, author={Igor O Sokolov and Panagiotis Kl. Barkoutsos and Pauline J. Ollitrault and Donny Greenberg and Julia E. Rice and Marco Pistoia and Ivano Tavernelli}, journal={The Journal of chemical physics}, year={2019}, volume={152 12}, pages={ 124107 } }
The Coupled Cluster (CC) method is used to compute the electronic correlation energy in atoms and molecules and often leads to highly accurate results. However, due to its single-reference nature, standard CC in its projected form fails to describe quantum states characterized by strong electronic correlations and multi-reference projective methods become necessary. On the other hand, quantum algorithms for the solution of many-electron problems have also emerged recently. The quantum unitary…
Figures and Tables from this paper
71 Citations
Microcanonical and finite-temperature ab initio molecular dynamics simulations on quantum computers
- Chemistry, Physics
- 2020
Ab initio molecular dynamics (AIMD) is a powerful tool to predict properties of molecular and condensed matter systems. The quality of this procedure is based on accurate electronic structure…
Assessing the orbital-optimized unitary Ansatz for density cumulant theory.
- PhysicsThe Journal of chemical physics
- 2020
It is found that methods derived from the Ansatz beyond the previously known ODC-12 method tend to be less accurate for equilibrium properties and less reliable when attempting to describe H2 dissociation.
Quantum-optimal-control-inspired ansatz for variational quantum algorithms
- Mathematics
- 2020
A central component of variational quantum algorithms (VQA) is the state-preparation circuit, also known as ansatz or variational form. This circuit is most commonly designed to respect the…
Quantum computational chemistry
- Physics, ChemistryReviews of Modern Physics
- 2020
This review presents strategies employed to construct quantum algorithms for quantum chemistry, with the goal that quantum computers will eventually answer presently inaccessible questions, for example, in transition metal catalysis or important biochemical reactions.
Hardware efficient quantum algorithms for vibrational structure calculations
- Physics, ChemistryChemical science
- 2020
We introduce a framework for the calculation of ground and excited state energies of bosonic systems suitable for near-term quantum devices and apply it to molecular vibrational anharmonic…
Almost optimal measurement scheduling of molecular Hamiltonian via finite projective plane
- Education
- 2023
,
Quantum circuit matrix product state ansatz for large-scale simulations of molecules
- Physics
- 2023
As in the density matrix renormalization group (DMRG) method, approximating many-body wave function of electrons using a matrix product state (MPS) is a promising way to solve electronic structure…
Calculating the ground-state energy of benzene under spatial deformations with noisy quantum computing
- Computer SciencePhysical Review A
- 2023
Estimating the feasibility of using quantum computing ansatze on near-term devices for solving problems with large number of orbitals in regions where classical methods are known to fail and shows that qUCC method better captures the physics of the system as it can be utilized together with the H¨uckel approximation.
Excited state calculations using variational quantum eigensolver with spin-restricted ansätze and automatically-adjusted constraints
- Chemistry, Physicsnpj Computational Materials
- 2023
The ground and excited state calculations at key geometries, such as the Frank–Condon (FC) and the conical intersection (CI) geometries, are essential for understanding photophysical properties. To…
References
SHOWING 1-10 OF 69 REFERENCES
Accuracy and Resource Estimations for Quantum Chemistry on a Near-term Quantum Computer.
- PhysicsJournal of chemical theory and computation
- 2019
An implementation of UCCSD-VQE that allows for the first time to treat both open- and closed-shell molecules is presented and the accuracy of the obtained energies is studied by comparing to well-established electronic structure methods like (non-unitary) coupled-cluster and density functional theory.
Quantum algorithms for electronic structure calculations: Particle-hole Hamiltonian and optimized wave-function expansions
- PhysicsPhysical Review A
- 2018
In this work we investigate methods to improve the efficiency and scalability of quantum algorithms for quantum chemistry applications. We propose a transformation of the electronic structure…
Strategies for quantum computing molecular energies using the unitary coupled cluster ansatz
- Computer ScienceQuantum Science and Technology
- 2018
The application of VQE to the simulation of molecular energies using the unitary coupled cluster (UCC) ansatz is studied and an analytical method to compute the energy gradient is proposed that reduces the sampling cost for gradient estimation by several orders of magnitude compared to numerical gradients.
Generalized Unitary Coupled Cluster Wave functions for Quantum Computation.
- PhysicsJournal of chemical theory and computation
- 2019
We introduce a unitary coupled-cluster (UCC) ansatz termed k-UpCCGSD that is based on a family of sparse generalized doubles operators, which provides an affordable and systematically improvable…
Is the Trotterized UCCSD Ansatz Chemically Well-Defined?
- MathematicsJournal of chemical theory and computation
- 2019
The need to define not only the operators present in the ansatz, but also the order in which they appear is established, necessary for adhering to the quantum chemical notion of a "model chemistry", in addition to the general importance of scientific reproducibility.
The theory of variational hybrid quantum-classical algorithms
- Computer Science
- 2015
This work develops a variational adiabatic ansatz and explores unitary coupled cluster where it is shown how the use of modern derivative free optimization techniques can offer dramatic computational savings of up to three orders of magnitude over previously used optimization techniques.
Exact parameterization of fermionic wave functions via unitary coupled cluster theory.
- PhysicsThe Journal of chemical physics
- 2019
A family of disentangled UCC wave functions is proven to exactly parameterize any state, thus showing how to construct Trotter-error-free parameterizations of UCC for applications in quantum computing.
An adaptive variational algorithm for exact molecular simulations on a quantum computer
- PhysicsNature Communications
- 2019
A new variational hybrid quantum-classical algorithm which allows the system being simulated to determine its own optimal state, and highlights the potential of the adaptive algorithm for exact simulations with present-day and near-term quantum hardware.
Seniority-based coupled cluster theory.
- PhysicsThe Journal of chemical physics
- 2014
This frozen pair coupled cluster approach is comparable in cost to traditional closed-shell coupled cluster methods with results that are competitive for weakly correlated systems and often superior for the description of strongly correlated systems.
Pair extended coupled cluster doubles.
- PhysicsThe Journal of chemical physics
- 2015
The more complete pair extended coupled cluster doubles (pECCD) approach is introduced which, like pCCD, has mean-field cost and reproduces DOCI energetically and also reproduces the DOCI wave function with high accuracy.