Index Catalog // MDR

Description/Abstract:: There are two types of creep constitutive equation, one with a steady-state term (steady-state type) and the other with no steady-state t...
Keyword:: Creep constitutive equation, grade 91 steel, bayesian free energy, model selection method, theta method, and steady-state creep
Resource Type:: Article
Author:: Izuno, Hitoshi, Demura, Masahiko, Tabuchi, Masaaki, Mototake, Yoh-ichi, and Okada, Masato
Journal:: Science and Technology of Advanced Materials
Date Uploaded:: 15/07/2021
Date Modified:: 01/11/2022

Description/Abstract:: Machine learning is emerging as a powerful tool for the discovery of novel high-performance functional materials. However, experimental d...
Keyword:: Machine learning, active learning, and adhesive
Resource Type:: Article
Author:: Pruksawan, Sirawit, Lambard, Guillaume, Samitsu, Sadaki, Sodeyama, Keitaro, and Naito, Masanobu
Journal:: Science and Technology of Advanced Materials
Date Uploaded:: 02/01/2021
Date Modified:: 18/10/2022

Description/Abstract:: Complex materials design is often represented as a black-box combinatorial optimization problem. In this paper, we present a novel python...
Keyword:: Monte Carlo tree search and materials design
Resource Type:: Article
Author:: Yoshizoe, Kazuki, Ju, Shenghong, Dieb, Thaer M., Shiomi, Junichiro, Hou, Zhufeng, and Tsuda, Koji
Journal:: Science and Technology of Advanced Materials
Date Uploaded:: 02/10/2020
Date Modified:: 16/10/2020

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