Deep learning to evaluate seismic-induced soil liquefaction and modified transfer learning between various data sources

Soil liquefaction assessment remains a crucial and complex challenge in seismic geotechnical engineering due to various liquefaction records and limited information, which entails a more generalized off-the-shelf model that can achieve favourable performance on different data sources. In this work,...

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Bibliographic Details
Main Authors: Hongwei Guo, Chao Zhang, Hongyuan Fang, Timon Rabczuk, Xiaoying Zhuang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-08-01
Series:Underground Space
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Online Access:http://www.sciencedirect.com/science/article/pii/S246796742400134X
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