activity
20192025
most citedEntanglement Classification via Neural Network Quantum States

67 citations · 211 across the 12 of their papers we have counts for

collaborators

12 papers

quant-ph2025★ 6 cited

Practical Routing and Criticality in Large-Scale Quantum Communication Networks

Cillian Harney, Stefano Pirandola

The efficacy of a communication network hinges upon both its physical architecture and the protocols that are employed within it. In the context of quantum communications, there ex…

quant-ph2025★ 10 cited

An Overview of CV-MDI-QKD

Alasdair I. Fletcher, Cillian Harney, Masoud Ghalaii +6

As quantum key distribution (QKD) emerges as a robust defense against quantum computer threats, significant advancements have been realized by researchers. A pivotal focus has been…

quant-ph2023★ 26 cited

Quantum-enhanced pattern recognition

Giuseppe Ortolano, Carmine Napoli, Cillian Harney +6

The challenge of pattern recognition is to invoke a strategy that can accurately extract features of a dataset and classify its samples. In realistic scenarios this dataset may be…

quant-ph2022★ 16 cited

End-to-End Capacities of Hybrid Quantum Networks

Cillian Harney, Alasdair I. Fletcher, Stefano Pirandola

Future quantum networks will be hybrid structures, constructed from complex architectures of quantum repeaters interconnected by quantum channels that describe a variety of physica…

quant-ph2022★ 9 cited

End-to-End Capacities of Imperfect-Repeater Quantum Networks

Cillian Harney, Stefano Pirandola

The optimal performance of a communication network is limited not only by the quality of point-to-point channels, but by the efficacy of its constituent technologies. Understanding…

quant-ph2021★ 25 cited

Analytical Methods for High-Rate Global Quantum Networks

Cillian Harney, Stefano Pirandola

The development of a future, global quantum communication network (or quantum internet) will enable high rate private communication and entanglement distribution over very long dis…

quant-ph2021★ 7 cited

Secure Quantum Pattern Communication

Cillian Harney, Stefano Pirandola

We propose a multi-mode modulation scheme for Continuous Variable (CV) quantum communications, which we call quantum pattern encoding. In this setting, classical information can be…

quant-ph2021★ 20 cited

Mixed State Entanglement Classification using Artificial Neural Networks

Cillian Harney, Mauro Paternostro, Stefano Pirandola

Reliable methods for the classification and quantification of quantum entanglement are fundamental to understanding its exploitation in quantum technologies. One such method, known…

quant-ph2021★ 5 cited

Analytical Bounds for Dynamic Multi-Channel Discrimination

Cillian Harney, Stefano Pirandola

The ability to precisely discriminate multiple quantum channels is fundamental to achieving quantum enhancements in data-readout, target detection, pattern recognition, and more. O…

quant-ph2020★ 5 cited

Idler-Free Multi-Channel Discrimination via Multipartite Probe States

Cillian Harney, Stefano Pirandola

The characterisation of Quantum Channel Discrimination (QCD) offers critical insight for future quantum technologies in quantum metrology, sensing and communications. The task of m…

quant-ph2020★ 15 cited

Ultimate Limits of Thermal Pattern Recognition

Cillian Harney, Leonardo Banchi, Stefano Pirandola

Quantum Channel Discrimination (QCD) presents a fundamental task in quantum information theory, with critical applications in quantum reading, illumination, data-readout and more.…

quant-ph2019★ 67 cited

Entanglement Classification via Neural Network Quantum States

Cillian Harney, Stefano Pirandola, Alessandro Ferraro +1

The task of classifying the entanglement properties of a multipartite quantum state poses a remarkable challenge due to the exponentially increasing number of ways in which quantum…