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coronal mass ejections 1flux emergence 1flux rope structure 1heliospheric evolution 1interplanetary coronal mass ejections 1magnetic clouds 1magnetic complexity 1multi-spacecraft observations 1polarity inversion lines 1solar active regions 1

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20242026
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physics.space-ph2025

Magnetic Field Data Calibration with Transformer Model Using Physical Constraints: A Scalable Method for Satellite Missions, Illustrated by Tianwen-1

Beibei Li, Yutian Chi, Yuming Wang

This study introduces a novel approach that integrates the magnetic field data correction from the Tianwen-1 Mars mission with a neural network architecture constrained by physical…