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NNHMC: an Efficient Stokes Inversion Method Using a Neural Network (NN) Model Combined with the Hamiltonian Monte Carlo (HMC) Algorithm

Chong Xu, JinLiang Wang,Hao Li,ZiYao Hu, XianYong Bai, JiaBen Lin,Hui Liu, ZhenYu Jin,KaiFan Ji

The Astrophysical Journal(2024)

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关键词
Solar magnetic fields,Computational methods,Bayesian statistics,Markov chain Monte Carlo
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