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Shiqiao Meng

Tongji University

1239 Siping Road

Shanghai, 200092

China

  • Tongji University

SCHOLARLY PAPERS

2

DOWNLOADS

121

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Idr-Seisformer: A Physics-Informed Deep Learning Approach for Real-Time Seismic Response Prediction in Multi-Story Building Structures

Downloads 74 (907,769)

Idr-Seisformer: A Physics-Informed Deep Learning Approach for Real-Time Seismic Response Prediction in Multi-Story Building Structures

Number of pages: 44 Posted: 12 Aug 2025
Sihan Huang, Shiqiao Meng and Ying Zhou
affiliation not provided to SSRN, Tongji University and Tongji University
Downloads 54 (1,119,531)

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Structural response prediction, Inter-story Drift Ratio, Deep learning, Physics Information Informed, fragility analysis

Idr-Seisformer: A Physics-Informed Deep Learning Approach for Real-Time Seismic Response Prediction in Multi-Story Building Structures

Number of pages: 44 Posted: 12 Aug 2025
Sihan Huang, Shiqiao Meng and Ying Zhou
affiliation not provided to SSRN, Tongji University and Tongji University
Downloads 20 (1,513,226)

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Structural response prediction, Inter-story Drift Ratio, Deep learning, Physics Information Informed, fragility analysis

2.

Multi-Task Framework for Modal and Time-History Seismic Prediction of Reinforced Concrete Chimneys: A Transformer-Based Approach

Number of pages: 46 Posted: 22 Sep 2025
Abderrahim DJERRAD, Ying Zhou and Shiqiao Meng
Tongji University, Tongji University and Tongji University
Downloads 47 (1,145,425)

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Reinforced Concrete, Chimneys, Macro Model, Nonlinear Time-History Analysis, Machine Learning, Transformers Model