2 papers
physics.comp-ph2026
Machine-learned atomistic simulations reveal the basis of hydrogen-induced crack-plane transition in alpha-Fe
Jiaqin Xu, Zhiqiang Zhao, Kazuma Ito +4
Hydrogen-related fracture in body-centered cubic Fe and ferritic steels often appears as transgranular quasi-cleavage rather than purely intergranular failure, especially at low to…
cond-mat.mtrl-sci2025
Fast and accurate Fe-H machine-learning interatomic potential for elucidating hydrogen embrittlement mechanisms
Kazuma Ito
Understanding the mechanisms of hydrogen embrittlement (HE) is essential for advancing next-generation high-strength steels, thereby motivating the development of highly accurate m…