Seismic Damage Assessment of Buildings on a Regional Scale

• Real-time seismic response prediction method of high-rise buildings based on deep learning for earthquake early warning
• Rapid seismic-damage assessment method for buildings on a regional scale based on spectrum-compatible data augmentation and deep learning
• A cost-benefit analysis of sensor quality and spatial density for rapid regional post-event seismic damage assessment: Application to Istanbul
• Influence of sensor density on seismic damage assessment: a case study for Istanbul
• A textual and temporal data fused seismic displacement time histories prediction method of base-isolated frame structures using deep learning
• A cumulative absolute velocity prediction method based on surrounding strong motion records and deep learning
• Post-event seismic damage assessment of 2023 M6.2 Gansu Jishishan earthquake based on RED-ACT system

Seismic Resilience of Medical Buildings

• Multilevel assessment method for post-earthquake functionality of medical buildings considering component–department–floor interdependencies
• Post-earthquake medical functionality assessment methods and enhancement strategies for inpatient buildings
• BIM-based method for post-earthquake medical functionality assessment of hospital departments considering functional coupling

Fire and Landslide

• Near-real-time prompt assessment for regional earthquake-induced landslides using recorded ground motions
• Fire scenario simulation method for residential buildings based on generative adversarial network
• An open-source rapid regional earthquake-induced landslides evaluation method using time-history analysis