Vibrational ADAPT-VQE: Critical points leads to problematic convergence
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
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2024
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| _version_ | 1866910960174759936 |
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| author | Majland, Marco Ettenhuber, Patrick Zinner, Nikolaj Thomas Christiansen, Ove |
| author_facet | Majland, Marco Ettenhuber, Patrick Zinner, Nikolaj Thomas Christiansen, Ove |
| contents | Quantum chemistry is one of the most promising applications for which quantum computing is expected to have significant impact. Despite considerable research in the field of electronic structure, calculating the vibrational properties of molecules on quantum computers remain a relatively unexplored field. In this work, we develop a vibrational ADAPT-VQE (vADAPT-VQE) formalism based on an infinite product representation (IPR) of anti-Hermitian excitation operators of the Full Vibrational Configuration Interaction (FVCI) wavefunction which allows for preparing eigenstates of vibrational Hamiltonians on quantum computers. In order to establish the vADAPT- VQE algorithm using the IPR, we study the exactness of disentangled Unitary Vibrational Coupled Cluster (dUVCC) theory and show that dUVCC can formally represent the FVCI wavefunction in an infinite expansion. To investigate the performance of the vADAPT-VQE algorithm, we numerically study whether the vADAPT-VQE algorithm generates a sequence of operators which may represent the FVCI wavefunction. Our numerical results indicate frequent appearance of critical points in the wavefunction preparation using vADAPT-VQE. These results imply that one may encounter diminishing usefulness when preparing vibrational wavefunctions on quantum computers using vADAPT-VQE and that additional studies are required to find methods that can circumvent this behavior. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2404_06770 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Vibrational ADAPT-VQE: Critical points leads to problematic convergence Majland, Marco Ettenhuber, Patrick Zinner, Nikolaj Thomas Christiansen, Ove Quantum Physics Computational Physics Quantum chemistry is one of the most promising applications for which quantum computing is expected to have significant impact. Despite considerable research in the field of electronic structure, calculating the vibrational properties of molecules on quantum computers remain a relatively unexplored field. In this work, we develop a vibrational ADAPT-VQE (vADAPT-VQE) formalism based on an infinite product representation (IPR) of anti-Hermitian excitation operators of the Full Vibrational Configuration Interaction (FVCI) wavefunction which allows for preparing eigenstates of vibrational Hamiltonians on quantum computers. In order to establish the vADAPT- VQE algorithm using the IPR, we study the exactness of disentangled Unitary Vibrational Coupled Cluster (dUVCC) theory and show that dUVCC can formally represent the FVCI wavefunction in an infinite expansion. To investigate the performance of the vADAPT-VQE algorithm, we numerically study whether the vADAPT-VQE algorithm generates a sequence of operators which may represent the FVCI wavefunction. Our numerical results indicate frequent appearance of critical points in the wavefunction preparation using vADAPT-VQE. These results imply that one may encounter diminishing usefulness when preparing vibrational wavefunctions on quantum computers using vADAPT-VQE and that additional studies are required to find methods that can circumvent this behavior. |
| title | Vibrational ADAPT-VQE: Critical points leads to problematic convergence |
| topic | Quantum Physics Computational Physics |
| url | https://arxiv.org/abs/2404.06770 |