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

• Main Author: Chen, Weiyi
• Other Authors: Zhao Ou
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Civil engineering::Construction management
• Online Access: https://hdl.handle.net/10356/163040
• Institution: Nanyang Technological University

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...