Shunsuke Yamakawa

Microstructure recognition using convolutional neural networks for prediction of ionic conductivity in ceramics

Ruho Kondo, Shunsuke Yamakawa, Yumi Masuoka et al. · Acta Materialia · 2017 · 197 citations

Convolutional Neural Network, Engineering, Machine Learning +8

Nature of proton dynamics in a polymer electrolyte membrane, nafion: a first-principles molecular dynamics study

Yoong‐Kee Choe, Eiji Tsuchida, Tamio Ikeshoji et al. · Physical Chemistry Chemical Physics · 2009 · 103 citations

Nature of Water Transport and Electro-Osmosis in Nafion: Insights from First-Principles Molecular Dynamics Simulations under an Electric Field

Yoong‐Kee Choe, Eiji Tsuchida, Tamio Ikeshoji et al. · The Journal of Physical Chemistry B · 2008 · 59 citations

Electrohydrodynamics, Engineering, Chemistry +18

Effects of the microstructure of solid-electrolyte-coated LiCoO₂ on its discharge properties in all-solid-state lithium batteries

Yusuke Ito, Shunsuke Yamakawa, Akitoshi Hayashi et al. · Journal of Materials Chemistry A · 2017 · 53 citations

Engineering, Key Factors, Electrolyte Materials +16

Numerical study of Li diffusion in polycrystalline LiCoO2

Shunsuke Yamakawa, Hisatsugu Yamasaki, Toshiyuki Koyama et al. · Journal of Power Sources · 2012 · 52 citations

Materials Engineering, Materials Science, Engineering +6