A Survey of Uncertainty Quantification in Machine Learning for Space Weather Prediction

A Survey of Uncertainty Quantification in Machine Learning for Space Weather Prediction

With the availability of data and computational technologies in the modern world, machine learning (ML) has emerged as a preferred methodology for data analysis and prediction. While ML holds great promise, the results from such models are not fully unreliable due to the challenges introduced by unc...

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Bibliographic Details
Main Authors: Talha Siddique, Md Shaad Mahmud, Amy M. Keesee, Chigomezyo M. Ngwira, Hyunju Connor
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Geosciences
Subjects:
artificial intelligence
uncertainty quantification
deep learning
machine learning
bayesian statistics
Online Access:https://www.mdpi.com/2076-3263/12/1/27

Internet

https://www.mdpi.com/2076-3263/12/1/27

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