Design Optimization of an Innovative Instrumental Single-Sided Formwork Supporting System for Retaining Walls Using Physics-Constrained Generative Adversarial Network

Design Optimization of an Innovative Instrumental Single-Sided Formwork Supporting System for Retaining Walls Using Physics-Constrained Generative Adversarial Network

Single-sided formwork supporting systems (SFSSs) play a crucial role in the urban construction of retaining walls using cast-in-place concrete. By supporting the formwork from one side, an SFSS can minimize its spatial footprint, enabling its closer placement to boundary lines without compromising s...

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Bibliographic Details
Main Authors: Wei Liu, Lin He, Jikai Liu, Xiangyang Xie, Ning Hao, Cheng Shen, Junyong Zhou
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Buildings
Subjects:
single-sided formwork supporting system
instrumental formwork
design optimization
physics-constrained
generative adversarial network
machine learning
Online Access:https://www.mdpi.com/2075-5309/15/1/132
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