Akira Takahashi

Akira Takahashi

Tokyo Institute of Technology - Tokyo / Japan
Engineering & Technology / Metallurgical & Materials Engineering
AD Scientific Index ID: 303495
東京工業大学
person_outline Akira Takahashi's MOST POPULAR ARTICLES
1-) Representation of compounds for machine-learning prediction of physical properties Physical Review B 95 (14), 144110, 2017
2-) Sparse representation for a potential energy surface Physical Review B 90 (2), 024101, 2014
3-) First-principles interatomic potentials for ten elemental metals via compressed sensing Physical Review B 92 (5), 054113, 2015
4-) Conceptual and practical bases for the high accuracy of machine learning interatomic potentials: application to elemental titanium Physical Review Materials 1 (6), 063801, 2017
5-) Machine learning models for predicting the dielectric constants of oxides based on high-throughput first-principles calculations Physical Review Materials 4 (10), 103801, 2020