47 citations · 104 across the 5 of their papers we have counts for
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cond-mat.mes-hall2019★ 22 cited
Application of Convolutional Neural Network to Quantum Percolation in Topological Insulators
Tomohiro Mano, Tomi Ohtsuki
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 Fo…
cond-mat.dis-nn2019★ 47 cited
Drawing Phase Diagrams of Random Quantum Systems by Deep Learning the Wave Functions
Tomi Ohtsuki, Tomohiro Mano
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 fun…