Combining Molecular Dynamics and Machine Learning to Analyze Shear Thinning for Alkane and Globular Lubricants in the Low Shear Regime.

Yasuda, Ikki; Kobayashi, Yusei; Endo, Katsuhiro; Hayakawa, Yoshihiro; Fujiwara, Kazuhiko; Yajima, Kuniaki; Arai, Noriyoshi; Yasuoka, Kenji.

Afiliação

Yasuda I; Department of Mechanical Engineering, Keio University, Yokohama, Kanagawa223-8522, Japan.
Kobayashi Y; Department of Mechanical Engineering, Keio University, Yokohama, Kanagawa223-8522, Japan.
Endo K; Department of Mechanical Engineering, Keio University, Yokohama, Kanagawa223-8522, Japan.
Hayakawa Y; Department of General Engineering, National Institute of Technology, Sendai College, Sendai, Miyagi989-3128, Japan.
Fujiwara K; Department of General Engineering, National Institute of Technology, Sendai College, Sendai, Miyagi989-3128, Japan.
Yajima K; Department of General Engineering, National Institute of Technology, Sendai College, Sendai, Miyagi989-3128, Japan.
Arai N; Department of Mechanical Engineering, Keio University, Yokohama, Kanagawa223-8522, Japan.
Yasuoka K; Department of Mechanical Engineering, Keio University, Yokohama, Kanagawa223-8522, Japan.

ACS Appl Mater Interfaces ; 15(6): 8567-8578, 2023 Feb 15.

Article em En | MEDLINE | ID: mdl-36715349