Takashi Miyake

机构：National Institute of Advanced Industrial Science and Technology · ORCID：0000-0003-2658-3470

发表论文 251 篇 · 总被引 7390 次 · h-index 46

代表论文

• Towards understanding structure–property relations in materials with interpretable deep learning (2023 · npj Computational Materials · 被引 48)
• Physics-informed machine learning combining experiment and simulation for the design of neodymium-iron-boron permanent magnets with reduced critical-elements content (2023 · Frontiers in Materials · 被引 39)
• Peculiar behavior of V on the Curie temperature and anisotropy field of SmFe12-xVx compounds (2022 · Acta Materialia · 被引 32)
• Performance optimization of perovskite solar cells with an automated spin coating system and artificial intelligence technologies (2025 · EES solar. · 被引 16)
• Explainable active learning in investigating structure–stability of SmFe12-α-βXαYβ structures X, Y {Mo, Zn, Co, Cu, Ti, Al, Ga} (2022 · MRS Bulletin · 被引 14)
• Geometrical‐, Electronic‐ and Optical Properties of Vanadium Dioxide: A Theoretical Perspective from Meta‐GGA SCAN (2022 · ChemistrySelect · 被引 13)