Exploring Ground States of Fermi-Hubbard Model on Honeycomb Lattices with Counterdiabaticity
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arXiv
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| Autori principali: | , , , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866912114889719808 |
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| author | Tang, Jialiang Xu, Ruoqian Ding, Yongcheng Xu, Xusheng Ban, Yue Yung, Manhong Pérez-Obiol, Axel Platero, Gloria Chen, Xi |
| author_facet | Tang, Jialiang Xu, Ruoqian Ding, Yongcheng Xu, Xusheng Ban, Yue Yung, Manhong Pérez-Obiol, Axel Platero, Gloria Chen, Xi |
| contents | Exploring the ground state properties of many-body quantum systems conventionally involves adiabatic processes, alongside exact diagonalization, in the context of quantum annealing or adiabatic quantum computation. Shortcuts to adiabaticity by counter-diabatic driving serve to accelerate these processes by suppressing energy excitations. Motivated by this, we develop variational quantum algorithms incorporating the auxiliary counterdiabatic interactions, comparing them with digitized adiabatic algorithms. These algorithms are then implemented on gate-based quantum circuits to explore the ground states of the Fermi-Hubbard model on honeycomb lattices, utilizing systems with up to 26 qubits. The comparison reveals that the counter-diabatic inspired ansatz is superior to traditional Hamiltonian variational ansatz. Furthermore, the number and duration of Trotter steps are analyzed to understand and mitigate errors. Given the model's relevance to materials in condensed matter, our study paves the way for using variational quantum algorithms with counterdiabaticity to explore quantum materials in the noisy intermediate-scale quantum era. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_09225 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Exploring Ground States of Fermi-Hubbard Model on Honeycomb Lattices with Counterdiabaticity Tang, Jialiang Xu, Ruoqian Ding, Yongcheng Xu, Xusheng Ban, Yue Yung, Manhong Pérez-Obiol, Axel Platero, Gloria Chen, Xi Quantum Physics Materials Science Exploring the ground state properties of many-body quantum systems conventionally involves adiabatic processes, alongside exact diagonalization, in the context of quantum annealing or adiabatic quantum computation. Shortcuts to adiabaticity by counter-diabatic driving serve to accelerate these processes by suppressing energy excitations. Motivated by this, we develop variational quantum algorithms incorporating the auxiliary counterdiabatic interactions, comparing them with digitized adiabatic algorithms. These algorithms are then implemented on gate-based quantum circuits to explore the ground states of the Fermi-Hubbard model on honeycomb lattices, utilizing systems with up to 26 qubits. The comparison reveals that the counter-diabatic inspired ansatz is superior to traditional Hamiltonian variational ansatz. Furthermore, the number and duration of Trotter steps are analyzed to understand and mitigate errors. Given the model's relevance to materials in condensed matter, our study paves the way for using variational quantum algorithms with counterdiabaticity to explore quantum materials in the noisy intermediate-scale quantum era. |
| title | Exploring Ground States of Fermi-Hubbard Model on Honeycomb Lattices with Counterdiabaticity |
| topic | Quantum Physics Materials Science |
| url | https://arxiv.org/abs/2405.09225 |