Minimizing state preparation times in pulse-level variational molecular simulations

Abstract

Quantum simulation on NISQ devices is severely limited by short coherence times. A variational pulse-shaping algorithm known as ctrl-VQE was recently proposed to address this issue by eliminating the need for parameterized quantum circuits, which lead to long state preparation times. Here, we find the shortest possible pulses for ctrl-VQE to prepare target molecular wavefunctions for a given device Hamiltonian describing coupled transmon qubits. We find that the time-optimal pulses that do this have a bang-bang form consistent with Pontryagin's maximum principle. We further investigate how the minimal state preparation time is impacted by truncating the transmons to two versus more levels. We find that leakage outside the computational subspace (something that is usually considered problematic) speeds up the state preparation, further reducing device coherence-time demands. This speedup is due to an enlarged solution space of target wavefunctions and to the appearance of additional channels connecting initial and target states.

References in corpus (7)

• A Quantum Approximate Optimization Algorithm
• The Variational Quantum Eigensolver: a review of methods and best practices
• Simple pulses for elimination of leakage in weakly nonlinear qubits
• The quest for a Quantum Neural Network
• Diagnosing Barren Plateaus with Tools from Quantum Optimal Control
• Analytical approach to swift nonleaky entangling gates in superconducting qubits
• A universal duplication-free quantum neural network

Cited by in corpus (4)

• The Variational Quantum Eigensolver: a review of methods and best practices
• Pulse based Variational Quantum Optimal Control for hybrid quantum computing
• Evaluation of Parameterized Quantum Circuits with Cross-Resonance Pulse-Driven Entanglers
• PANSATZ: Pulse-based Ansatz for Variational Quantum Algorithms