Multifidelity approach for data‐driven prediction models of structural behaviors with limited data-Reference-Cited by-同舟云学术

Multifidelity approach for data‐driven prediction models of structural behaviors with limited data

Published:2022-01-18 Issue:12 Volume:37 Page:1566-1581
ISSN:1093-9687
Container-title:Computer-Aided Civil and Infrastructure Engineering
language:en
Short-container-title:Computer aided Civil Eng

Author:

Chen Shi‐Zhi¹,Feng De‐Cheng²

Affiliation:

1. Highway College Chang'an University Xi'an China

2. Key Laboratory of Concrete and Prestressed Concrete Structures of the Ministry of Education Southeast University Nanjing China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Jiangsu Province

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Graphics and Computer-Aided Design,Computer Science Applications,Civil and Structural Engineering,Building and Construction

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/mice.12817

Reference51 articles.

1. ACI(2014).Building code requirements for structural concrete. Technical report ACI Committee 318 Farmington Hills MI.

2. Neural Networks in Civil Engineering: 1989–2000

3. A probabilistic neural network for earthquake magnitude prediction

4. Regularization Neural Network for Construction Cost Estimation

5. Experimental evaluation of design procedures for shear strength of deep reinforced concrete beams;Aguilar G.;ACI Structural Journal,2002

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