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Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits

Year: 2025

Type: conference-paper

Abstract: We find that using neural networks to generate quantum states can effectively alleviate the barren plateau phenomenon present in random variational quantum circuits.

Source: Frontiers in Optics + Laser Science (FiO, LS)

DOI: 10.1364/fio.2025.fw6d.3

Authors: Zhehao Yi, Rahul Bhadani

Institution: University of Alabama in Huntsville

Language: English

Topic: Quantum Computing Algorithms and Architecture

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7126037635

FWCI:

Cites: 4

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