日本物理学会
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作者:Tomohiro Mano , Tomi Ohtsuki
来源:[J].Journal of the Physical Society of Japan(IF 2.087), 2017, Vol.86 (11)JPS
摘要:The three-dimensional Anderson model is a well-studied model of disordered electron systems that shows the delocalization–localization transition. As in our previous papers on two- and three-dimensional (2D, 3D) quantum phase transitions [ J. Phys. Soc. Jpn. 85 , 123706 (201...
作者:Tomohiro Mano , Tomi Ohtsuki
来源:[J].Journal of the Physical Society of Japan(IF 2.087), 2019, Vol.88 (12)JPS
摘要:Quantum material phases such as the Anderson insulator, diffusive metal, and Weyl/Dirac semimetal as well as topological insulators show specific wave functions both in real and Fourier spaces. These features are well captured by convolutional neural networks, and the phase diagr...
作者:Tomi Ohtsuki , Tomohiro Mano
来源:[J].Journal of the Physical Society of Japan(IF 2.087), 2020, Vol.89 (2)JPS
摘要:Applications of neural networks to condensed matter physics are becoming popular and beginning to be well accepted. Obtaining and representing the ground and excited state wave functions are examples of such applications. Another application is analyzing the wave functions a...

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