Hideki Aso, head of the machine learning research team, and Masafumi Tsubaki, a research scientist, and Teruyasu Mizoguchi, a professor at the University of Tokyo's Institute of Industrial Science, have developed a deep learning technique based on the density functional theory of quantum physics. The paper is available Here. It is essential for material development and drug discovery to calculate various physical properties of chemical compounds and this deep learning technique provides the high-throughput prediction for such calculation.

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