Shin Kiyohara

发表

Transfer Learning to Accelerate Interface Structure Searches

Koji Tsuda, Hiromi Oda, Shin Kiyohara, 2017 .

Interface Informatics: Structure Determination and Structure-property Relationship

Shin Kiyohara, Ryuken Otani, Teruyasu Mizoguchi, 2020 .

Acceleration of Interface Structure Searching via Machine Learning

Shin Kiyohara, Teruyasu Mizoguchi, 2019 .

Machine learning approaches for ELNES/XANES.

Shin Kiyohara, Teruyasu Mizoguchi, T. Mizoguchi, 2020, Microscopy.

Prediction of interface structures and energies via virtual screening

Shin Kiyohara, Teruyasu Mizoguchi, Hiromi Oda, 2016, Science Advances.

Prediction of ELNES and Quantification of Structural Properties Using Artificial Neural Network

Masashi Tsubaki, Shin Kiyohara, Teruyasu Mizoguchi, 2020, Microscopy and Microanalysis.

Searching the stable segregation configuration at the grain boundary by a Monte Carlo tree search.

Shin Kiyohara, Teruyasu Mizoguchi, T. Mizoguchi, 2018, The Journal of chemical physics.

Effective search for stable segregation configurations at grain boundaries with data-mining techniques

Shin Kiyohara, Teruyasu Mizoguchi, 2017 .

Acceleration of stable interface structure searching using a kriging approach

Koji Tsuda, Shin Kiyohara, Teruyasu Mizoguchi, 2016 .

Bayesian optimization for efficient determination of metal oxide grain boundary structures

Shin Kiyohara, Teruyasu Mizoguchi, T. Mizoguchi, 2017 .

Prediction of grain boundary structure and energy by machine learning

Shin Kiyohara, Teruyasu Mizoguchi, Tomohiro Miyata, 2015 .

Investigation of segregation of silver at copper grain boundaries by first principles and empirical potential calculations

Shin Kiyohara, Teruyasu Mizoguchi, T. Mizoguchi, 2016 .