Adaptive design of an X-ray magnetic circular dichroism spectroscopy experiment with Gaussian process modelling
作者： Tetsuro Ueno , Hideitsu Hino , Ai Hashimoto , Yasuo Takeichi , Masahiro Sawada
DOI: 10.1038/S41524-017-0057-4
关键词: Adaptive sampling 、 Magnetic moment 、 Gaussian process 、 Computational physics 、 X-ray magnetic circular dichroism 、 Magnetic circular dichroism 、 Spectroscopy 、 Data point 、 Wavelength 、 Materials science
摘要: … a strong impact on materials research. We propose an adaptive design for spectroscopy experiments … Adaptive sampling of data points with maximum variance of the predicted spectrum …
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