DeepQPrep: Neural Network Augmented Search for Quantum State Preparation

There is an increasing interest in the area of quantum computing but developing quantum algorithms is difficult. Neural Network augmented search algorithms have proven quite successful for general search problems (like program generation) but current approaches to quantum program generation make ver...

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Bibliographic Details
Main Authors: Patrick Selig, Niall Murphy, David Redmond, Simon Caton
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10186883/