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Attention-Based Neural Network for Onsite Peak Ground Velocity Earthquake Early Warning
Seismological Research LettersAbstract To improve on-site earthquake early warning for peak ground velocity (PGV), we leverage a machine learning approach. We propose a novel attention-based transformer architecture to address this challenging problem. A series of comparisons with other methods, including the traditional peak P-wave displacement amplitude approach ...
Ting-Chung Huang +3 more
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Peak Ground Velocity Attenuation near the Fault
3rd Annual International Conference on Geological & Earth Sciences (GEOS 2014), 2014Dr. Olga O. Erteleva +1 more
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EFFECT OF PEAK GROUND VELOCITY ON THE SEISMIC RESPONSE OF BRIDGE
This research looked at the dynamic response of a high damping rubber bearing (HDRB) isolated bridge for ground motions of different peak ground velocities. A bridge model of three spans of length 90 m with 30 m of each span and a pier height of 10 m has been modelled in the finite element-based software SAP2000.openaire +1 more source
Hybrid Deep-Learning Network for Rapid On-Site Peak Ground Velocity Prediction
IEEE Transactions on Geoscience and Remote Sensing, 2022Jingbao Zhu, Shanyou Li, Jindong Song
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Evaluating the ratio of peak ground acceleration to peak ground velocity from the response spectrum
Soil Dynamics and Earthquake EngineeringLongfei You +2 more
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