most citedArtificial Intelligence for Quantum Computing

40 citations · 49 across the 6 of their papers we have counts for

collaborators

6 papers

quant-ph2025

Platform Architecture for Tight Coupling of High-Performance Computing with Quantum Processors

Shane A. Caldwell, Moein Khazraee, Elena Agostini +27

We propose an architecture, called NVQLink, for connecting high-performance computing (HPC) resources to the control system of a quantum processing unit (QPU) to accelerate workloa…

quant-ph2025

Augmenting Simulated Noisy Quantum Data Collection by Orders of Magnitude Using Pre-Trajectory Sampling with Batched Execution

Taylor L. Patti, Thien Nguyen, Justin G. Lietz +2

Classically simulating quantum systems is challenging, as even noiseless -qubit quantum states scale as . The complexity of noisy quantum systems is even greater, requiring…

quant-ph2024★ 40 cited

Artificial Intelligence for Quantum Computing

Yuri Alexeev, Marwa H. Farag, Taylor L. Patti +25

Artificial intelligence (AI) advancements over the past few years have had an unprecedented and revolutionary impact across everyday application areas. Its significance also extend…

quant-ph2024

Efficient charge-preserving excited state preparation with variational quantum algorithms

Zohim Chandani, Kazuki Ikeda, Zhong-Bo Kang +7

Determining the spectrum and wave functions of excited states of a system is crucial in quantum physics and chemistry. Low-depth quantum algorithms, such as the Variational Quantum…

quant-ph2024

Parallel Quantum Computing Simulations via Quantum Accelerator Platform Virtualization

Daniel Claudino, Dmitry I. Lyakh, Alexander J. McCaskey

Quantum circuit execution is the central task in quantum computation. Due to inherent quantum-mechanical constraints, quantum computing workflows often involve a considerable numbe…

quant-ph2024★ 9 cited

The generative quantum eigensolver (GQE) and its application for ground state search

Kouhei Nakaji, Lasse Bjørn Kristensen, Ryota Kemmoku +14

We introduce the generative quantum eigensolver (GQE), a new quantum computational framework that operates outside the variational quantum algorithm paradigm by applying classical…