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Evaluating Variational Quantum Eigensolver Approaches for Simplified Models of Molecular Systems: A Case Study on
Gleydson Fernandes de Jesus1,2, Erico Souza Teixeira3,4, Lucas Queiroz Galvão1,2
1QuIIN-Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, 1845, Salvador 41850-010, BA, Brazil.
The Variational Quantum Eigensolver (VQE) accurately calculates molecular ground-state energies, with performance depending on Ansatz design and active space selection. This hybrid quantum-classical method shows promise for chemical simulations.
Area of Science:
- Quantum Computing
- Computational Chemistry
- Molecular Physics
Background:
- The Variational Quantum Eigensolver (VQE) is a hybrid quantum-classical algorithm designed to find the ground-state energy of molecular systems.
- Accurate determination of molecular ground states is crucial for understanding chemical reactions and properties.
Purpose of the Study:
- To investigate the ground state of protocatechuic acid using the VQE algorithm.
- To evaluate the performance of different Ansatzes and active spaces within the VQE framework.
- To compare VQE results with established computational chemistry methods like CISD and FCI.
Main Methods:
- Application of the Variational Quantum Eigensolver (VQE) algorithm.
- Exploration of various Ansatzes, including Unitary Coupled Cluster Singles and Doubles (UCCSD) and Hardware-Efficient Ansatzes.
- Selection of different active spaces for the molecular system.
- Comparison of VQE results against Configuration Interaction Singles Doubles (CISD) and Full Configuration Interaction (FCI) benchmarks.
Main Results:
- VQE, particularly with UCCSD and Hardware-Efficient Ansatzes, demonstrated high accuracy comparable to FCI.
- The choice of Ansatz and active space significantly impacts VQE's performance and accuracy.
- The study successfully applied VQE to the protocatechuic acid molecule.
Conclusions:
- VQE is a robust and effective method for calculating molecular ground-state energies.
- Optimizing Ansatz design and active space selection is critical for maximizing VQE accuracy and efficiency.
- The findings provide valuable insights into the practical application and limitations of VQE in computational chemistry.
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