2026-10-12T10:15:37Z https://www.scidb.cn/oai

10.57760/sciencedb.45387 2026-08-04T10:58:28Z

2026-08-04 Data-Driven Rapid Assessment of Seismic Responses in Offshore Observation Tower Structures doi:10.57760/sciencedb.45387 en This study advances the development of rapid seismic response assessment techniques for offshore observation towers through a multi-level methodological innovation framework. By integrating high-fidelity finite element simulations, seismic response database construction, and data-driven prediction methods, an assessment framework was established that enables the transition from physics-based modeling to intelligent response reconstruction. This framework extends conventional numerical analyses, which typically rely on individual seismic scenarios, toward continuous response prediction under coupled variations of multiple seismic parameters, thereby achieving rapid and high-accuracy assessment of seismic responses for offshore observation tower structures. Data-driven; Simulation database; Rapid prediction; Real-time monitoring; Offshore observation tower structures YU CAO JIE WANG Yong Bai Fang Wang PUBLIC https://creativecommons.org/licenses/by/4.0/ dataset Science Data Bank