A characterization of quantum generative models

CA Riofrio, O Mitevski, C Jones, F Krellner… - ACM Transactions on …, 2024 - dl.acm.org
Quantum generative modeling is a growing area of interest for industry-relevant
applications. This work systematically compares a broad range of techniques to guide …

Practical overview of image classification with tensor-network quantum circuits

D Guala, S Zhang, E Cruz, CA Riofrío, J Klepsch… - Scientific Reports, 2023 - nature.com
Circuit design for quantum machine learning remains a formidable challenge. Inspired by
the applications of tensor networks across different fields and their novel presence in the …

Qubit-reuse compilation with mid-circuit measurement and reset

M DeCross, E Chertkov, M Kohagen, M Foss-Feig - Physical Review X, 2023 - APS
A number of commercially available quantum computers, such as those based on trapped-
ion or superconducting qubits, can now perform mid-circuit measurements and resets. In …

cuQuantum SDK: A high-performance library for accelerating quantum science

H Bayraktar, A Charara, D Clark… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
We present the NVIDIA cuQuantum SDK [1], a state-of-the-art library of composable
primitives for GPU-accelerated quantum circuit simulations. As the size of quantum devices …

Towards quantum federated learning

C Ren, R Yan, H Zhu, H Yu, M Xu, Y Shen, Y Xu… - arXiv preprint arXiv …, 2023 - arxiv.org
Quantum Federated Learning (QFL) is an emerging interdisciplinary field that merges the
principles of Quantum Computing (QC) and Federated Learning (FL), with the goal of …

Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices

M Bechtold, J Barzen, F Leymann… - Quantum Science …, 2023 - iopscience.iop.org
Noisy intermediate-scale quantum (NISQ) devices are restricted by their limited number of
qubits and their short decoherence times. An approach addressing these problems is …

Optimal joint cutting of two-qubit rotation gates

C Ufrecht, LS Herzog, DD Scherer, M Periyasamy… - Physical Review A, 2024 - APS
Circuit cutting, the partitioning of quantum circuits into smaller independent fragments, has
become a promising avenue for scaling up current quantum-computing experiments. Here …

FL State Preparation on Quantum Computers via Quantum Steering

D Volya, P Mishra - IEEE Transactions on Quantum …, 2024 - ieeexplore.ieee.org
Quantum computers present a compelling platform for the study of open quantum systems,
namely, the nonunitary dynamics of a system. Here, we investigate and report digital …

Doubly optimal parallel wire cutting without ancilla qubits

H Harada, K Wada, N Yamamoto - PRX Quantum, 2024 - APS
A restriction in the quality and quantity of available qubits presents a substantial obstacle to
the application of near-term and early fault-tolerant quantum computers in practical tasks. To …

Cutting multi-control quantum gates with ZX calculus

C Ufrecht, M Periyasamy, S Rietsch, DD Scherer… - Quantum, 2023 - quantum-journal.org
Circuit cutting, the decomposition of a quantum circuit into independent partitions, has
become a promising avenue towards experiments with larger quantum circuits in the noisy …