Seismic time history response prediction of modular buildings using transformer-based machine learning models

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The predictive model accurately estimates seismic response, showing improvement over traditional methods.
The analysis utilizes transformer-based machine learning, enhancing predictive capabilities for structural behavior.
Data from previous seismic events informs the model, leading to more reliable predictions in dynamic conditions.
The findings highlight the importance of advanced modeling techniques in ensuring the safety of modular construction.

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Observational analysis predicts seismic response in modular buildings, indicating potential for improved safety.

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Tian et al. (2026) studied this question.

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