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1 Introduction
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2 The neural network model
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3 The inference of temperature information from Stokes profiles
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4 The inversion of Stokes parameter
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5 The presence of gradients
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6 The determination of the filling factor
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7 The speed of the inversion
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8 Conclusions
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References
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