Variational Quantum Simulations of Multi-Orbital Impurity Models
ORAL
Abstract
We perform a systematic study of preparing ground states of correlated multi-orbital impurity models using the variational quantum eigensolver (VQE). We consider both fixed and adaptive wavefunction ans\"atze and analyze the resulting gate depths and performance. We analyze the qubit-adaptive VQE algorithm in the Hartree-Fock orbital basis, as well as the Hamiltonian variational ansatz (HVA) and a variant of adaptive VQE in the atomic orbital basis.
An operator pool composed of pairwise commutators of the Hamiltonian terms is developed to allow a fair comparison between the adaptive and the fixed HVA ansatz. Using state vector simulations, we show that the most compact ans\"atze is obtained in the atomic orbital representation with symmetry-based Pauli tapering within parity encoding. Finally, we perform adaptive VQE calculations including sampling noise and demonstrate that using a doubly decomposed form of the impurity Hamiltonian, symmetry-based qubit reduction, and stochastic optimizers dramatically reduces the number of shots required for the desired accuracy.
An operator pool composed of pairwise commutators of the Hamiltonian terms is developed to allow a fair comparison between the adaptive and the fixed HVA ansatz. Using state vector simulations, we show that the most compact ans\"atze is obtained in the atomic orbital representation with symmetry-based Pauli tapering within parity encoding. Finally, we perform adaptive VQE calculations including sampling noise and demonstrate that using a doubly decomposed form of the impurity Hamiltonian, symmetry-based qubit reduction, and stochastic optimizers dramatically reduces the number of shots required for the desired accuracy.
*This work was supported by the U.S. Department of Energy (DOE), Office of Science, Basic Energy Sciences, Materials Science and Engineering Division. The research was performed at the Ames Laboratory, which is operated for the U.S. DOE by Iowa State University under Contract No. DE-AC02-07CH11358.
–
Publication: Variational Quantum Simulations of Multi-Orbital Impurity Models (in preparation)
Presenters
-
Anirban Mukherjee
- Ames Laboratory, U.S. Department of Energy, Ames, Iowa 50011, USA