Quantum neural estimation of entropies

Z Goldfeld, D Patel, S Sreekumar, MM Wilde - Physical Review A, 2024 - APS
Entropy measures quantify the amount of information and correlation present in a quantum
system. In practice, when the quantum state is unknown and only copies thereof are …

Disentangling quantum neural networks for unified estimation of quantum entropies and distance measures

M Shin, S Lee, J Lee, M Lee, D Ji, H Yeo, K Jeong - Physical Review A, 2024 - APS
The estimation of quantum entropies and distance measures, such as von Neumann
entropy, Rényi entropy, Tsallis entropy, trace distance, and fidelity-induced distances such …

Layerwise Quantum Convolutional Neural Networks Provide a Unified Way for Estimating Fundamental Properties of Quantum Information Theory

M Shin, S Lee, M Lee, D Ji, H Yeo, HJ Lee… - arxiv preprint arxiv …, 2024 - arxiv.org
The estimation of fundamental properties in quantum information theory, including von
Neumann entropy, R\'enyi entropy, Tsallis entropy, quantum relative entropy, trace distance …

Sistemas ópticos para la caracterización de sistemas coloidales de nanopartículas y consideraciones teóricas cuánticas: implementación del modelo de Ising en Cirq …

JJ Naranjo Navarrete - 2024 - bibdigital.epn.edu.ec
Este trabajo presenta la simulación de la cadena cuántica de Ising utilizando las librerías
Cirq y OpenFermion. Se investigaron cadenas con condiciones de borde abiertas …