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MAGNETIC PARAMETER ESTIMATION METHOD AND MAGNETIC PARAMETER ESTIMATION DEVICE USING DEEP LEARNING TECHNIQUES
MAGNETIC PARAMETER ESTIMATION METHOD AND MAGNETIC PARAMETER ESTIMATION DEVICE USING DEEP LEARNING TECHNIQUES
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机译：磁场估计方法和磁场估计设备使用深层学习技术
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摘要
A method for estimating a magnetic parameter value using deep learning according to an embodiment of the present invention includes: generating a virtual magnetic domain image corresponding to a spin configuration of a two-dimensional magnetic system generated through computational simulation; modeling a deep neural network using the virtual magnetic domain image; and estimating a magnetic parameter value corresponding to the observed magnetic domain image by using the modeled deep neural network.
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