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

Wei Liu, Lin He, Jikai Liu, Xiangyang Xie, Ning Hao, Cheng Shen,Junyong Zhou

BUILDINGS（2025）

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single-sided formwork supporting system,instrumental formwork,design optimization,physics-constrained,generative adversarial network,machine learning

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