Virtual screening of n-type organic semiconductors using exhaustive band structure calculations by Tomoharu Okada, Wataru Fujiwara, Hiroshi Katagiri, Hiroyuki Matsui

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Quadratic descriptors and reduction methods in a two-layered model for compound inference by Jianshen Zhu, Naveed Ahmed Azam, Shengjuan Cao, Ryota Ido, Kazuya Haraguchi, Liang Zhao, Hiroshi Nagamochi, Tatsuya Akutsu

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Methodology for predicting material performance by context-based modeling: A case study on solid amine CO2 adsorbents by Shuangjun Li, Zhixin Huang, Yuanming Li, Shuai Deng, Xiangkun Elvis Cao

Subjects: “…Materials informatics…”
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Adoption of full-culm bamboo as a mainstream structural material by Kent A. Harries

“…This paper provides one perspective to overcoming these hurdles through a proposed approach of materials informatics used to inform context-appropriate building material and design standards.…”
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A multi-objective, multi-interpretable machine learning demonstration verified by domain knowledge for ductile thermoelectric materials by Xiangdong Wang, Yan Cao, Jialin Ji, Ye Sheng, Jiong Yang, Xuezhi Ke

“…The present work demonstrates the significance of multi-objective optimization and domain knowledge in the development of materials informatics.…”
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DGL-STFA: Predicting lithium-ion battery health with dynamic graph learning and spatial–temporal fusion attention by Zheng Chen, Quan Qian

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