Search Results for author: Iwao Hosako

Found 1 papers, 1 papers with code

Deep Learning Model for Finding New Superconductors

1 code implementation3 Dec 2018 Tomohiko Konno, Hodaka Kurokawa, Fuyuki Nabeshima, Yuki Sakishita, Ryo Ogawa, Iwao Hosako, Atsutaka Maeda

The deep learning can predict superconductivity for a material with a precision of 62%, which shows the usefulness of the model; it found the recently discovered superconductor CaBi2 and another one Hf0. 5Nb0. 2V2Zr0. 3, neither of which is in the superconductor database; and it found Fe-based high-temperature superconductors (discovered in 2008) from the training data before 2008.

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