Index Catalog // MDR

Description/Abstract:: The prediction of electron inelastic mean free paths (IMFPs) from simple material parameters is a challenging problem in studies using el...
Keyword:: inelastic mean free path and machine learning
Resource Type:: Article
Author:: Xun Liu, Lihao Yang, Zhufeng Hou, Bo Da, Kenji Nagata, Hideki Yoshikawa, Shigeo Tanuma, Yang Sun, and Zejun Ding
Date Uploaded:: 11/04/2023

Description/Abstract:: Measuring the electron-transport properties of substrate-supported nanomaterials with the traditional two-point comparison method is diff...
Keyword:: four-point probe technique, inelastic mean free path, and monolayer graphene
Resource Type:: Article
Author:: Bo Da, Yang Sun, Zhufeng Hou, Jiangwei Liu, Nguyen Thanh Cuong, Kazuhito Tsukagoshi, Hideki Yoshikawa, Shigeo Tanuma, Jin Hu, Zhaoshun Gao, and Zejun Ding
Date Uploaded:: 04/04/2023
Date Modified:: 05/04/2023

Description/Abstract:: Heat transfer at interfaces plays a critical role in material design and device performance. Higher interfacial thermal resistances (ITRs...
Keyword:: interfacial thermal resistance, machine learning, database, descriptor
Resource Type:: Article
Author:: Yen-Ju Wu, Tianzhuo Zhan, Zhufeng Hou, Lei Fang, and Yibin Xu
Date Uploaded:: 21/03/2023

Description/Abstract:: Heteroatom doping has endowed graphene with manifold aspects of material properties and boosted its applications. The atomic structure de...
Keyword:: Materials design and Monte Carlo tree search
Resource Type:: Article
Author:: Hou, Zhufeng, Tsuda, Koji, and Dieb, Thaer M.
Journal:: The Journal of Chemical Physics
Date Uploaded:: 02/10/2020
Date Modified:: 16/10/2020

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:: Ju, Shenghong, Tsuda, Koji, Shiomi, Junichiro, Yoshizoe, Kazuki, Dieb, Thaer M., and Hou, Zhufeng
Journal:: Science and Technology of Advanced Materials
Date Uploaded:: 02/10/2020
Date Modified:: 16/10/2020

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