Holistic design of pre-tensioned concrete beams based on Artificial Intelligence

Holistic design of pre-tensioned concrete beams based on Artificial Intelligence

This research demonstrates how pre-tensioned concrete beams (PT beams) are designed holistically using artificial neural networks (ANNs). To establish reverse design scenarios, large input and output data are generated using the mechanics-based software AutoPTbeam. ANN-trained reverse-forward networ...

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Bibliographic Details
Main Authors: Won-Kee Hong, Manh Cuong Nguyen, Tien Dat Pham, Thuc Anh Le
Format: Article
Language:English
Published: Taylor & Francis Group 2023-05-01
Series:Journal of Asian Architecture and Building Engineering
Subjects:
artificial intelligence
pre-tensioned beams
reverse designs
design chart
curvature ductility
Online Access:http://dx.doi.org/10.1080/13467581.2022.2097909

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