Accurate Chemical Reaction Modeling on Noisy Intermediate-Scale Quantum Computers Using a Noise-Resilient Wavefunction Ansatz (2404.14038v1)
Abstract: Quantum computing is of great potential for chemical system simulations. In this study, we propose an efficient protocol of quantum computer based simulation of chemical systems which enables accurate chemical reaction modeling on noisy intermediate-scale quantum (NISQ) devices. In this protocol, we combine an correlation energy-based active orbital selection, an effective Hamiltonian from the driven similarity renormalization group (DSRG) method, and a noise-resilient wavefunction ansatz. Such a combination gives a quantum resource-efficient way to accurately simulate chemical systems. The power of this protocol is demonstrated by numerical results for systems with up to tens of atoms. Modeling of a Diels-Alder (DA) reaction is also performed on a cloud-based superconducting quantum computer. These results represent an important step forward in realizing quantum utility in the NISQ era.
- Kitaev, A. Y. Quantum measurements and the Abelian stabilizer problem. arXiv preprint quant-ph/9511026 1995,
- Guo, S.; Sun, J.; Qian, H.; Gong, M.; Zhang, Y.; Chen, F.; Ye, Y.; Wu, Y.; Cao, S.; Liu, K.; others Scalable quantum computational chemistry with superconducting qubits. arXiv preprint arXiv:2212.08006 2022,
- Liepuoniute, I.; Motta, M.; Pellegrini, T.; Rice, J. E.; Gujarati, T. P.; Gil, S.; Jones, G. O. Simulation of a Diels-Alder Reaction on a Quantum Computer. arXiv preprint arXiv:2403.08107 2024,
- Yanai, T.; Chan, G. K. Canonical transformation theory for multireference problems. The Journal of chemical physics 2006, 124
- Evangelista, F. A. A driven similarity renormalization group approach to quantum many-body problems. The Journal of chemical physics 2014, 141
- xzzeng dsrg-haa. 2024; https://github.com/xzzeng001/dsrg-haa.
- Seeley, J. T.; Richard, M. J.; Love, P. J. The Bravyi-Kitaev transformation for quantum computation of electronic structure. The Journal of chemical physics 2012, 137
- Kingma, D. P.; Ba, J. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 2014,
- Group, B. Q. Quafu-RL: The Cloud Quantum Computers based Quantum Reinforcement Learning. 2024
- Group, B. Q. Quafu-Qcover: Explore Combinatorial Optimization Problems on Cloud-based Quantum Computers. 2023
- Group, B. Q. Quafu Homepage. 2024; https://quafu.baqis.ac.cn
Sponsor
Paper Prompts
Sign up for free to create and run prompts on this paper using GPT-5.
Top Community Prompts
Collections
Sign up for free to add this paper to one or more collections.