15-19 September 2025
REAL JARDÍN BOTÁNICO
Europe/Madrid timezone
As part of the International Year of Quantum Science and Technology, the workshop Entangle This VI will bring together experts at the forefront of quantum theory and experiment. It is organized by the Quantum groups at IFT and IFF.

Entanglement detection with classical and quantum machine learning

Not scheduled
2h
REAL JARDÍN BOTÁNICO

REAL JARDÍN BOTÁNICO

Plaza Murillo, 2, Retiro, 28014 Madrid, Spain

Description

Entanglement is one of the most fundamental features of quantum mechanics, distinguishing it from classical physics. However, determining whether a quantum state is separable or entangled is an NP-hard problem, posing significant challenges for classical and quantum computation. In this talk, we will review recent advances in autonomous methods for entanglement detection, including classical neural networks, support vector machines, and variational quantum algorithms. We will discuss their strengths, limitations, and potential applications in quantum information science.

Primary author

Prof. Daniel Manzano Diosdado (Universidad de Granada)

Presentation Materials

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