First-principles based data-driven strain engineering for ferroelectrics via active machine learning: A nonlinear piezoelectric constitutive equation

Strain engineering is a crucial approach in the engineering field to optimize various physical properties of materials by applying mechanical strain loading. However, it is extremely challenging to find out the best conditions of strain with unprecedented physical properties in the vast strain space...

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Bibliographic Details
Main Authors: Susumu MINAMI, Yasuaki MARUYAMA, Yoshimasa ABE, Tomohiro NAKAYAMA, Takahiro SHIMADA
Format: Article
Language:Japanese
Published: The Japan Society of Mechanical Engineers 2025-01-01
Series:Nihon Kikai Gakkai ronbunshu
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Online Access:https://www.jstage.jst.go.jp/article/transjsme/91/941/91_24-00184/_pdf/-char/en
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