Is the Trotterized UCCSD Ansatz chemically well-defined?
arXiv:1910.10329 · doi:10.1021/acs.jctc.9b01083
Abstract
The variational quantum eigensolver (VQE) has emerged as one of the most promising near-term quantum algorithms that can be used to simulate many-body systems such as molecular electronic structures. Serving as an attractive ansatz in the VQE algorithm, unitary coupled cluster (UCC) theory has seen a renewed interest in recent literature. However, unlike the original classical UCC theory, implementation on a quantum computer requires a finite-order Suzuki-Trotter decomposition to separate the exponentials of the large sum of Pauli operators. While previous literature has recognized the non-uniqueness of different orderings of the operators in the Trotterized form of UCC methods, the question of whether or not different orderings matter at the chemical scale has not been addressed. In this letter, we explore the effect of operator ordering on the Trotterized UCCSD ansatz, as well as the much more compact -UpCCGSD ansatz recently proposed by Lee et al. We observe a significant, system-dependent variation in the energies of Trotterizations with different operator orderings. The energy variations occur on a chemical scale, sometimes on the order of hundreds of kcal/mol. This letter establishes the need to define not only the operators present in the ansatz, but also the order in which they appear. This is necessary for adhering to the quantum chemical notion of a ``model chemistry'', in addition to the general importance of scientific reproducibility. As a final note, we suggest a useful strategy to select out of the combinatorial number of possibilities, a single well-defined and effective ordering of the operators.
6 pages, 2 figures
References in corpus (22)
- Quantum Computing in the NISQ era and beyond
- A variational eigenvalue solver on a quantum processor
- Hardware-efficient Variational Quantum Eigensolver for Small Molecules and Quantum Magnets
- The theory of variational hybrid quantum-classical algorithms
- Quantum Chemistry in the Age of Quantum Computing
- Simulated Quantum Computation of Molecular Energies
- An adaptive variational algorithm for exact molecular simulations on a quantum computer
- Scalable Quantum Simulation of Molecular Energies
- Hybrid Quantum-Classical Hierarchy for Mitigation of Decoherence and Determination of Excited States
- Quantum measurements and the Abelian Stabilizer Problem
- Robust determination of molecular spectra on a quantum processor
- Generalized Unitary Coupled Cluster Wavefunctions for Quantum Computation
- Quantum chemistry calculations on a trapped-ion quantum simulator
- Quantum algorithms for electronic structure calculations: particle/hole Hamiltonian and optimized wavefunction expansions
- Quantum Implementation of Unitary Coupled Cluster for Simulating Molecular Electronic Structure
- Finding Exponential Product Formulas of Higher Orders
- Chemical Basis of Trotter-Suzuki Errors in Quantum Chemistry Simulation
- Quantum localization bounds Trotter errors in digital quantum simulation
- On the difference between variational and unitary coupled cluster theories
- A Jastrow-type decomposition in quantum chemistry for low-depth quantum circuits
- Digital Quantum Simulation, Trotter Errors, and Quantum Chaos of the Kicked Top
- A Hybrid Classical/Quantum Approach for Large-Scale Studies of Quantum Systems with Density Matrix Embedding Theory
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