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Quantum-classical hybrid algorithm for the simulation of all-electron correlation
Jan-Niklas Boyn1, Aleksandr O Lykhin1, Scott E Smart1
1Department of Chemistry and The James Franck Institute, The University of Chicago, Chicago, Illinois 60637, USA.
Hybrid quantum-classical algorithms compute molecular energies using quantum devices for static correlation and classical computers for dynamic correlation. This new method uses a 2-electron reduced density matrix (2-RDM) to achieve accurate results for complex chemical systems.
Area of Science:
- Quantum computing
- Computational chemistry
- Quantum-classical algorithms
Background:
- Quantum devices struggle with large chemical systems due to exponential scaling.
- Hybrid quantum-classical algorithms offer a path to quantum advantage by dividing computational tasks.
- Existing methods often rely on the total wave function, complicating classical post-processing.
Purpose of the Study:
- To develop a novel hybrid quantum-classical algorithm for calculating all-electron energies of strongly correlated molecules.
- To circumvent the need for the total wave function in calculations by utilizing the 2-electron reduced density matrix (2-RDM).
- To demonstrate the algorithm's accuracy and applicability on noisy intermediate-scale quantum devices.
Main Methods:
- Evaluated the 2-electron reduced density matrix (2-RDM) on a quantum device.
- Employed density matrix methods (anti-Hermitian contracted Schrödinger equation (ACSE) and multiconfiguration pair-density functional theories) on a classical computer.
- Utilized a quantum ACSE method for simulating the statically correlated 2-RDM.
Main Results:
- Successfully computed the all-electron energy of a strongly correlated molecular system.
- Achieved experimental accuracy for the relative energies of all three benzyne isomers.
- Demonstrated the algorithm's ability to yield chemically relevant and accurate results.
Conclusions:
- The developed hybrid algorithm effectively calculates molecular energies from a quantum-computed 2-RDM.
- This approach bypasses wave function dependence, enabling simpler classical post-processing.
- The method shows promise for accurate chemical simulations on current quantum hardware.
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