System vulnerability modeling and assessment in seismic-prone areas using machine learning

• المؤلف الرئيسي: Chen, Weiyi
• مؤلفون آخرون: Zhao Ou
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Civil engineering::Construction management
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/163040

Earthquakes have caused great social and economic losses to human societies in recent years. Vulnerability modeling and assessment are important measurements for seismic risk mitigation. Conventional seismic vulnerability analysis frameworks have limitations such as subjectivity, low capacity of ind...