Quantum machine learning: from physics to software engineering
Quantum machine learning is a rapidly growing field at the intersection of quantum
technology and artificial intelligence. This review provides a two-fold overview of several key …
technology and artificial intelligence. This review provides a two-fold overview of several key …
Bell nonlocality in networks
Bell's theorem proves that quantum theory is inconsistent with local physical models. It has
propelled research in the foundations of quantum theory and quantum information science …
propelled research in the foundations of quantum theory and quantum information science …
[HTML][HTML] Photonic quantum metrology
Quantum metrology is one of the most promising applications of quantum technologies. The
aim of this research field is the estimation of unknown parameters exploiting quantum …
aim of this research field is the estimation of unknown parameters exploiting quantum …
A high-bias, low-variance introduction to machine learning for physicists
Abstract Machine Learning (ML) is one of the most exciting and dynamic areas of modern
research and application. The purpose of this review is to provide an introduction to the core …
research and application. The purpose of this review is to provide an introduction to the core …
Machine learning for long-distance quantum communication
Machine learning can help us in solving problems in the context of big-data analysis and
classification, as well as in playing complex games such as Go. But can it also be used to …
classification, as well as in playing complex games such as Go. But can it also be used to …
Experimental nonclassicality in a causal network without assuming freedom of choice
In a Bell experiment, it is natural to seek a causal account of correlations wherein only a
common cause acts on the outcomes. For this causal structure, Bell inequality violations can …
common cause acts on the outcomes. For this causal structure, Bell inequality violations can …
Constraints on nonlocality in networks from no-signaling and independence
The possibility of Bell inequality violations in quantum theory had a profound impact on our
understanding of the correlations that can be shared by distant parties. Generalizing the …
understanding of the correlations that can be shared by distant parties. Generalizing the …
Unveiling phase transitions with machine learning
The classification of phase transitions is a central and challenging task in condensed matter
physics. Typically, it relies on the identification of order parameters and the analysis of …
physics. Typically, it relies on the identification of order parameters and the analysis of …
Experimental violation of n-locality in a star quantum network
The launch of a satellite capable of distributing entanglement through long distances and
the first loophole-free violation of Bell inequalities are milestones indicating a clear path for …
the first loophole-free violation of Bell inequalities are milestones indicating a clear path for …
Experimental genuine tripartite nonlocality in a quantum triangle network
Quantum networks are the center of many of the recent advances in quantum science, not
only leading to the discovery of new properties in the foundations of quantum theory but also …
only leading to the discovery of new properties in the foundations of quantum theory but also …