1. Clifford Circuit Initialisation for Variational Quantum Algorithms
- Author
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Cheng, M. H., Khosla, K. E., Self, C. N., Lin, M., Li, B. X., Medina, A. C., and Kim, M. S.
- Subjects
Quantum Physics - Abstract
We present an initialisation method for variational quantum algorithms applicable to intermediate scale quantum computers. The method uses simulated annealing of the efficiently simulable Clifford parameter points as a pre-optimisation to find a low energy initial condition. We numerically demonstrate the effectiveness of the technique, and how it depends on Hamiltonian structure, number of qubits and circuit depth. While a range of different problems are considered, we note that the method is particularly useful for quantum chemistry problems. This presented method could help achieve a quantum advantage in noisy or fault-tolerant intermediate scale devices, even though we prove in general that the method is not arbitrarily scalable., Comment: 11 pages, 8 figures
- Published
- 2022