The outcome prediction method of football matches by the quantum neural network based on deep learning

The outcome prediction method of football matches by the quantum neural network based on deep learning

Abstract The precise prediction of football match outcomes holds significant value in the sports domain. However, traditional prediction methods are limited by data complexity and model capabilities, struggling to meet the demands for high accuracy. Quantum neural networks (QNNs) leverage the unique...

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Bibliographic Details
Main Authors: Yang Sun, Hongyang Chu
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Football match
Multilayer perceptron
Optimized quantum neural network
Quantum bit
Superposition and entanglement properties
Complex information
Online Access:https://doi.org/10.1038/s41598-025-91870-8
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https://doi.org/10.1038/s41598-025-91870-8

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