Hardware-efficient ansatz without barren plateaus in any depth

CY Park, M Kang, J Huh - arXiv preprint arXiv:2403.04844, 2024 - arxiv.org
Variational quantum circuits have recently gained much interest due to their relevance in
real-world applications, such as combinatorial optimizations, quantum simulations, and …

Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification

S Chan, P Kulkarni, PH Yi, VS Parekh - arXiv preprint arXiv:2405.00156, 2024 - arxiv.org
Quantum machine learning (QML) has the potential for improving the multi-label
classification of rare, albeit critical, diseases in large-scale chest x-ray (CXR) datasets due to …

Quantum Mini-Apps: A Framework for Developing and Benchmarking Quantum-HPC Applications

N Saurabh, P Mantha, FJ Kiwit, S Jha… - Proceedings of the 2024 …, 2024 - dl.acm.org
With the increasing maturity and scale of quantum hardware and its integration into HPC
systems, there is a need to develop robust techniques for developing, characterizing, and …

Lazy Qubit Reordering for Accelerating Parallel State-Vector-based Quantum Circuit Simulation

Y Teranishi, S Hiraoka, W Mizukami, M Okita… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper proposes two quantum operation scheduling methods for accelerating parallel
state-vector-based quantum circuit simulation using multiple graphics processing units …

[PDF][PDF] RIGOLETTO: A Workflow Definition Language for Hybrid Quantum-Classical Scientific Applications

V De Maio, D Bork, I Brandic - model-engineering.info
Scientific workflows constitute a pivotal resource for the scientific computing community, as
they provide a standard interface to define, execute, and analyze the results of scientific …