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Title: Quantum-classical hybrid algorithm for the simulation of all-electron correlation

Journal Article · · Journal of Chemical Physics
DOI: https://doi.org/10.1063/5.0074842 · OSTI ID:1871654

While chemical systems containing hundreds to thousands of electrons remain beyond the reach of quantum devices, hybrid quantum-classical algorithms present a promising pathway toward a quantum advantage. Hybrid algorithms treat the exponentially scaling part of the calculation-the static correlation-on the quantum computer and the non-exponentially scaling part-the dynamic correlation-on the classical computer. While a variety of algorithms have been proposed, the dependence of many methods on the total wave function limits the development of easy-to-use classical post-processing implementations. Here, we present a novel combination of quantum and classical algorithms, which computes the all-electron energy of a strongly correlated molecular system on the classical computer from the 2-electron reduced density matrix (2-RDM) evaluated on the quantum device. Significantly, we circumvent the wave function in the all-electron calculations by using density matrix methods that only require input of the statically correlated 2-RDM. Although the algorithm is completely general, we test it with two classical density matrix methods, the anti-Hermitian contracted Schrödinger equation (ACSE) and multiconfiguration pair-density functional theories, using the recently developed quantum ACSE method for simulating the statically correlated 2-RDM. Furthermore, we obtain experimental accuracy for the relative energies of all three benzyne isomers and thereby demonstrate the ability of the developed algorithm to achieve chemically relevant and accurate results on noisy intermediate-scale quantum devices.

Research Organization:
Univ. of Chicago, IL (United States)
Sponsoring Organization:
National Science Foundation; USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Science (SC), Basic Energy Sciences (BES). Chemical Sciences, Geosciences & Biosciences Division
Grant/Contract Number:
SC0019215
OSTI ID:
1871654
Journal Information:
Journal of Chemical Physics, Journal Name: Journal of Chemical Physics Journal Issue: 24 Vol. 155; ISSN 0021-9606
Publisher:
American Institute of Physics (AIP)Copyright Statement
Country of Publication:
United States
Language:
English

References (79)

3,5-contracted Schr�dinger equation: Determining quantum energies and reduced density matrices without wave functions journal January 1998
P y SCF: the Python-based simulations of chemistry framework : The PySCF program
  • Sun, Qiming; Berkelbach, Timothy C.; Blunt, Nick S.
  • Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 8, Issue 1 https://doi.org/10.1002/wcms.1340
journal September 2017
Multiconfiguration second-order perturbation theory approach to strong electron correlation in chemistry and photochemistry: Multiconfiguration second-order perturbation theory
  • Roca-Sanjuán, Daniel; Aquilante, Francesco; Lindh, Roland
  • Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 2, Issue 4 https://doi.org/10.1002/wcms.97
journal November 2011
New perspectives in multireference perturbation theory: the n-electron valence state approach journal December 2006
Approximate solution for electron correlation through the use of Schwinger probes journal June 1998
Quantum Information and Algorithms for Correlated Quantum Matter journal December 2020
Quantum Algorithms for Quantum Chemistry and Quantum Materials Science journal October 2020
Reducing Qubit Requirements for Quantum Simulations Using Molecular Point Group Symmetries journal August 2020
Resource-Efficient Chemistry on Quantum Computers with the Variational Quantum Eigensolver and the Double Unitary Coupled-Cluster Approach journal September 2020
Chemistry on Quantum Computers with Virtual Quantum Subspace Expansion journal August 2020
Decomposition of the Electronic Energy in Terms of Density, Density Coherence, and the Connected Part of the Two-Body Reduced Density Matrix journal August 2021
Dynamical Self-energy Mapping (DSEM) for Creation of Sparse Hamiltonians Suitable for Quantum Computing journal November 2021
Multiconfiguration Pair-Density Functional Theory: A Fully Translated Gradient Approximation and Its Performance for Transition Metal Dimers and the Spectroscopy of Re 2 Cl 8 2– journal August 2015
Predicting Bond Dissociation Energies of Transition-Metal Compounds by Multiconfiguration Pair-Density Functional Theory and Second-Order Perturbation Theory Based on Correlated Participating Orbitals and Separated Pairs journal January 2017
Combining Pair-Density Functional Theory and Variational Two-Electron Reduced-Density Matrix Methods journal November 2018
Multiconfiguration Pair-Density Functional Theory for Iron Porphyrin with CAS, RAS, and DMRG Active Spaces journal February 2019
Calculation of Chemical Reaction Barrier Heights by Multiconfiguration Pair-Density Functional Theory with Correlated Participating Orbitals journal October 2019
Intramolecular Charge Transfer and Local Excitation in Organic Fluorescent Photoredox Catalysts Explained by RASCI-PDFT journal May 2018
Full Correlation in a Multiconfigurational Study of Bimetallic Clusters: Restricted Active Space Pair-Density Functional Theory Study of [2Fe–2S] Systems journal April 2019
A New Mixing of Nonlocal Exchange and Nonlocal Correlation with Multiconfiguration Pair-Density Functional Theory journal November 2020
Excited-State Spectra of Strongly Correlated Molecules from a Reduced-Density-Matrix Approach journal September 2018
Valence ππ* Excitations in Benzene Studied by Multiconfiguration Pair-Density Functional Theory journal December 2018
m -Benzyne and p -Benzyne journal March 1999
Multiconfiguration Self-Consistent Field and Multireference Configuration Interaction Methods and Applications journal December 2011
Quantum Monte Carlo and Related Approaches journal December 2011
Multiconfiguration Pair-Density Functional Theory journal August 2014
Ultraviolet Photoelectron Spectroscopy of the o -, m -, and p- Benzyne Negative Ions. Electron Affinities and Singlet−Triplet Splittings for o -, m -, and p -Benzyne journal June 1998
Magnetic Coupling in a Tris-hydroxo-Bridged Chromium Dimer Occurs through Ligand Mediated Superexchange in Conjunction with Through-Space Coupling journal September 2020
Role of Triplet States in the Photodynamics of Aniline journal April 2021
Conical Intersection of the Ground and First Excited States of Water: Energies and Reduced Density Matrices from the Anti-Hermitian Contracted Schrödinger Equation journal December 2011
Use of benzynes for the synthesis of heterocycles journal January 2013
Separated-pair approximation and separated-pair pair-density functional theory journal January 2016
Generalized-active-space pair-density functional theory: an efficient method to study large, strongly correlated, conjugated systems journal January 2017
Towards a formal definition of static and dynamic electronic correlations
  • Benavides-Riveros, Carlos L.; Lathiotakis, Nektarios N.; Marques, Miguel A. L.
  • Physical Chemistry Chemical Physics, Vol. 19, Issue 20 https://doi.org/10.1039/c7cp01137g
journal January 2017
Excitation spectra of retinal by multiconfiguration pair-density functional theory journal January 2018
Density matrix renormalization group pair-density functional theory (DMRG-PDFT): singlet–triplet gaps in polyacenes and polyacetylenes journal January 2019
Quantum simulation of electronic structure with a transcorrelated Hamiltonian: improved accuracy with a smaller footprint on the quantum computer journal January 2020
Canonical transformation theory for multireference problems journal May 2006
Two-electron reduced density matrices from the anti-Hermitian contracted Schrödinger equation: Enhanced energies and properties with larger basis sets journal May 2007
Cumulant reconstruction of the three-electron reduced density matrix in the anti-Hermitian contracted Schrödinger equation journal September 2007
Electronic excited-state energies from a linear response theory based on the ground-state two-electron reduced density matrix journal March 2008
Multireference quantum chemistry through a joint density matrix renormalization group and canonical transformation theory journal January 2010
Photoexcited conversion of gauche -1,3-butadiene to bicyclobutane via a conical intersection: Energies and reduced density matrices from the anti-Hermitian contracted Schrödinger equation journal July 2011
Gaussian basis sets for use in correlated molecular calculations. I. The atoms boron through neon and hydrogen journal January 1989
A size-consistent state-specific multireference coupled cluster theory: Formal developments and molecular applications journal April 1999
Enhanced computational efficiency in the direct determination of the two-electron reduced density matrix from the anti-Hermitian contracted Schrödinger equation with application to ground and excited states of conjugated π-systems journal October 2015
Efficient algorithm for multiconfiguration pair-density functional theory with application to the heterolytic dissociation energy of ferrocene journal January 2017
Multiconfiguration pair-density functional theory investigation of the electronic spectrum of MnO 4 journal March 2018
Using reduced density matrix techniques to capture static and dynamic correlation in the energy landscape for the decomposition of the CH 2 CH 2 ONO radical and support a non-IRC pathway journal July 2018
State-interaction pair-density functional theory journal July 2018
Extended separated-pair approximation for transition metal potential energy curves journal March 2020
Sub-system quantum dynamics using coupled cluster downfolding techniques journal June 2020
Accurate singlet–triplet gaps in biradicals via the spin averaged anti-Hermitian contracted Schrödinger equation journal April 2021
Elucidating reaction mechanisms on quantum computers journal July 2017
Highly accurate excited-state energies from direct computation of the 2-electron reduced density matrix by the anti-Hermitian contracted Schrödinger equation journal September 2015
Application of fermionic marginal constraints to hybrid quantum algorithms journal May 2018
Quantum-classical simulation of two-site dynamical mean-field theory on noisy quantum hardware journal April 2020
Resolving correlated states of benzyne with an error-mitigated contracted quantum eigensolver journal February 2022
Quantum Solver of Contracted Eigenvalue Equations for Scalable Molecular Simulations on Quantum Computing Devices journal February 2021
Quantum computing enhanced computational catalysis journal July 2021
Self-Consistent Equations Including Exchange and Correlation Effects journal November 1965
Lowering tomography costs in quantum simulation with a symmetry projected operator basis journal January 2021
Approximating q -order reduced density matrices in terms of the lower-order ones. I. General relations journal February 1993
Escaping the symmetry dilemma through a pair-density interpretation of spin-density functional theory journal June 1995
Contracted Schrödinger equation: Determining quantum energies and two-particle density matrices without wave functions journal June 1998
Comparison of contracted Schrödinger and coupled-cluster theories journal December 1999
Extraction of electronic excited states from the ground-state two-particle reduced density matrix journal November 2003
Anti-Hermitian part of the contracted Schrödinger equation for the direct calculation of two-electron reduced density matrices journal February 2007
Multireference many-electron correlation energies from two-electron reduced density matrices computed by solving the anti-Hermitian contracted Schrödinger equation journal November 2007
Direct calculation of excited-state electronic energies and two-electron reduced density matrices from the anti-Hermitian contracted Schrödinger equation journal August 2009
Measurement-driven reconstruction of many-particle quantum processes by semidefinite programming with application to photosynthetic light harvesting journal July 2012
Structure of Fermionic Density Matrices: Complete N -Representability Conditions journal June 2012
Realization of Quantum Chemistry without Wave Functions through First-Order Semidefinite Programming journal November 2004
Anti-Hermitian Contracted Schrödinger Equation: Direct Determination of the Two-Electron Reduced Density Matrices of Many-Electron Molecules journal October 2006
Increasing the Representation Accuracy of Quantum Simulations of Chemistry without Extra Quantum Resources journal January 2020
Nearly Optimal Measurement Scheduling for Partial Tomography of Quantum States journal September 2020
Hybrid Quantum-Classical Approach to Correlated Materials journal September 2016
Quantum computational chemistry journal March 2020
Qiskit/qiskit-metapackage: Qiskit 0.44.0 software July 2023

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