Plastic damage prediction of concrete under compression based on deep learning

DOI10.1007/S00707-023-03743-8OpenAlexW4387816143MaRDI QIDQ6181774

Yunhan Niu, Yutai Su, Wenwu Wang, Xu Long, Fengrui Jia

Publication date: 23 January 2024

Published in: Acta Mechanica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00707-023-03743-8

zbMATH Keywords

finite element methoduniaxial compressionconvolutional neural networkconcrete damage-plasticity modelstrain-contour training

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05) Anelastic fracture and damage (74R20) Finite element methods applied to problems in solid mechanics (74S05)

Cites Work

• The Continuous Damage Theory of Brittle Materials, Part 1: General Theory

This page was built for publication: Plastic damage prediction of concrete under compression based on deep learning