Theory of overparametrization in quantum neural networks

M Larocca, N Ju, D García-Martín, PJ Coles… - Nature Computational …, 2023 - nature.com
The prospect of achieving quantum advantage with quantum neural networks (QNNs) is
exciting. Understanding how QNN properties (for example, the number of parameters M) …

Simulating open quantum dynamics on an NMR quantum processor using the Sz.-Nagy dilation algorithm

A Gaikwad, Arvind, K Dorai - Physical Review A, 2022 - APS
We experimentally implement the Sz.-Nagy dilation algorithm to simulate open quantum
dynamics on a nuclear magnetic resonance quantum processor. The Sz.-Nagy algorithm …

Characterization of overparametrization in the simulation of realistic quantum systems

M Duschenes, J Carrasquilla, R Laflamme - Physical Review A, 2024 - APS
Quantum computing devices require exceptional control of their experimental parameters to
prepare quantum states and simulate other quantum systems. Classical optimization …

[PDF][PDF] Optimización en mecánica cuántica

M Larocca - 2021 - bibliotecadigital.exactas.uba.ar
Las ultimas décadas han evidenciado una rotunda transformación entorno a la mecánica
cuántica, pasando de ser una mera descripción de la naturaleza a liderar una nueva …

Coherent control for quantum information processing

G Bhole - 2020 - ora.ox.ac.uk
An exquisite control over the dynamics of a quantum system is essential for realizing any
quantum technology. This thesis presents some practical and efficient strategies for coherent …