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Probing the solar coronal magnetic field with physics-informed neural networks - Nature Astronomy

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Probing the solar coronal magnetic field with physics-informed neural networks - Nature Astronomy

While the photospheric magnetic field of our Sun is routinely measured, its extent into the upper atmosphere is typically not accessible by direct observations. Here we present an approach for coronal magnetic-field extrapolation, using a neural network that integrates observational data and the physical force-free magnetic-field model.

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Probing the solar coronal magnetic field with physics-informed neural networks - Nature Astronomy

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Probing the solar coronal magnetic field with physics-informed neural networks - Nature Astronomy

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