Author

Marco Mordacci

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#machine learning Preprint Mar 2025

Quantum State Preparation with the QNN-based SRBB Algorithm

This work proposes a novel algorithm structured on Lie algebras for the approximate quantum state preparation problem, achieving high accuracy of up to 4 qubits in simulation, but also its current limitations with an increasing number of qubits.

Marco Mordacci, Giacomo Belli, Michele Amoretti · 4 citations

Jul 2026

Approximate Quantum State Preparation Through Proximal Policy Optimization

In this work, a quantum architecture search framework for approximate quantum state preparation (QSP) is proposed, able to achieve approximation errors of $10^{-14}$.

Marco Mordacci, Michele Amoretti · arXiv.org · 0 citations