Understanding Colour Tuning Rules and Predicting Absorption Wavelengths of Microbial Rhodopsins by Data-Driven Machine-Learning Approach

por Karasuyama, Masayuki, Inoue, Keiichi, Nakamura, Ryoko, Kandori, Hideki, Takeuchi, Ichiro
Publicado 2018

Estimation of material parameters based on precipitate shape: efficient identification of low-error region with Gaussian process modeling

por Tsukada, Yuhki, Takeno, Shion, Karasuyama, Masayuki, Fukuoka, Hitoshi, Shiga, Motoki, Koyama, Toshiyuki
Publicado 2019

Drawing a materials map with an autoencoder for lithium ionic conductors

por Yamaguchi, Yudai, Atsumi, Taruto, Kanamori, Kenta, Tanibata, Naoto, Takeda, Hayami, Nakayama, Masanobu, Karasuyama, Masayuki, Takeuchi, Ichiro
Publicado 2023

Bayesian optimisation with transfer learning for NASICON-type solid electrolytes for all-solid-state Li-metal batteries

por Fukuda, Hiroko, Kusakawa, Shunya, Nakano, Koki, Tanibata, Naoto, Takeda, Hayami, Nakayama, Masanobu, Karasuyama, Masayuki, Takeuchi, Ichiro, Natori, Takaaki, Ono, Yasuharu
Publicado 2022

Exploration of natural red-shifted rhodopsins using a machine learning-based Bayesian experimental design

por Inoue, Keiichi, Karasuyama, Masayuki, Nakamura, Ryoko, Konno, Masae, Yamada, Daichi, Mannen, Kentaro, Nagata, Takashi, Inatsu, Yu, Yawo, Hiromu, Yura, Kei, Béjà, Oded, Kandori, Hideki, Takeuchi, Ichiro
Publicado 2021

Author Correction: Exploration of natural red-shifted rhodopsins using a machine learning-based Bayesian experimental design

por Inoue, Keiichi, Karasuyama, Masayuki, Nakamura, Ryoko, Konno, Masae, Yamada, Daichi, Mannen, Kentaro, Nagata, Takashi, Inatsu, Yu, Yawo, Hiromu, Yura, Kei, Béjà, Oded, Kandori, Hideki, Takeuchi, Ichiro
Publicado 2021