Comparison of Empirical and Deep Learning Models for Solar Wind Speed Prediction

In this study, we compare representative empirical models with a deep learning model for predicting solar wind speed at 1 au. The empirical models are the Wang–Sheeley–Arge–ENLIL model, which combines empirical methods with a magnetohydrodynamic model, and the empirical solar wind forecast model, wh...

Full description

Saved in:
Bibliographic Details
Main Authors: Seungwoo Ahn, Jihyeon Son, Yong-Jae Moon, Hyun-Jin Jeong
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:The Astrophysical Journal
Subjects:
Online Access:https://doi.org/10.3847/1538-4357/ade0b4
Tags: Add Tag
No Tags, Be the first to tag this record!