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Published on: May 27, 2020
Molecular excited state calculations with adaptive wavefunctions on a quantum eigensolver emulation: reducing circuit
Hans Hon Sang Chan1, Nathan Fitzpatrick2, Javier Segarra-Martí3
1Department of Materials, University of Oxford, Parks Road, Oxford OX1 3PH, UK. hans.chan@materials.ox.ac.uk.
Adaptive quantum circuit growth combined with spin restrictions significantly reduces computational cost for excited state calculations using Variational Quantum Deflation (VQD), making quantum chemistry simulations more feasible.
Area of Science:
- Quantum computing
- Quantum chemistry
- Computational physics
Background:
- Accurate computation of electronic excited states is crucial for studying photochemical reactions but faces significant resource scaling challenges on classical computers.
- Variational Quantum Deflation (VQD) offers a potential quantum computing solution for excited state energy calculations, but near-term quantum hardware limitations necessitate reduced quantum circuit complexity.
Purpose of the Study:
- To investigate the efficacy of adaptive quantum circuit growth (ADAPT-VQE) and spin restrictions in reducing the quantum computational cost of VQD for excited state calculations.
- To develop and test a quantum eigensolver emulation package (QEBAB) for evaluating proposed adaptive VQD methods.
Main Methods:
- Implemented an adaptive quantum circuit growth strategy (ADAPT-VQE) within the VQD framework.
- Utilized spin restrictions to efficiently isolate and compute excited states with different spin symmetries.
- Emulated and compared the performance of the adaptive spin-restricted VQD against fixed-circuit VQD methods (UCCGSD-VQD, k-UpCCGSD-VQD) using the QEBAB package.
Main Results:
- The spin-restricted adaptive VQD approach yielded significantly more compact quantum circuits compared to existing fixed-circuit VQD methods.
- The adaptive method consistently recovered sufficient electron correlation energy for various nuclear geometries and excited states.
- Spin restrictions effectively separated singlet and triplet electronic states, reducing computational overhead and error accumulation.
Conclusions:
- Adaptive quantum circuit growth and spin restrictions represent a promising strategy for enhancing the efficiency of VQD algorithms for excited state quantum chemistry.
- These advancements pave the way for earlier utilization of real quantum computers for complex electronic excited state calculations.
- The developed QEBAB package serves as a valuable tool for testing and validating hybrid quantum algorithms in computational chemistry.
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