Nature Astronomy, Published online: 17 October 2023; doi:10.1038/s41550-023-02085-8

Physics-informed neural networks allow the construction of state-of-the-art models of magnetic fields in active regions on the Sun in real time, enabling rapid investigation of the source regions for space weather.

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