Predicting the Early-Age Time-Dependent Behaviors of a Prestressed Concrete Beam by Using Physics-Informed Neural Network.

Park, Hyun-Woo; Hwang, Jin-Ho

Park, Hyun-Woo; Hwang, Jin-Ho.

Afiliação

Park HW; Department of ICT Integrated Safe Ocean Smart Cities, Dong-A University, 37 Nakdong-Daero 550beon-gil, Saha-gu, Busan 49315, Republic of Korea.
Hwang JH; Department of ICT Integrated Safe Ocean Smart Cities, Dong-A University, 37 Nakdong-Daero 550beon-gil, Saha-gu, Busan 49315, Republic of Korea.

Sensors (Basel) ; 23(14)2023 Jul 24.

Article em En | MEDLINE | ID: mdl-37514943

Palavras-chave

concrete creep; concrete shrinkage; early-age time-dependent behaviors; optimal hyperparameter combination; physics-informed neural network (PINN); prestress loss; prestressed concrete (PSC) beam; tendon relaxation

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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