Modelling geographical and built environment’s attributes as predictors of human vulnerability during tsunami evacuation
Tsunami Evacuation, Machine Learning and Model Interpretability
Tsunami Evacuation, Machine Learning and Model Interpretability
Published in International Journal of Disaster Risk Reduction, 2021
In the case of near-field tsunami emergencies, evacuation is considered the most important and effective method to save human lives.
Recommended citation: Jorge León and Magdalena Vicuña and Alonso Ogueda and Simón Guzmán and Alejandra Gubler and Cyril Mokrani. (2021)."From urban form analysis to metrics for enhancing tsunami evacuation: Lessons from twelve Chilean cities." International Journal of Disaster Risk Reduction. 58(2053). https://doi.org/10.1016/j.ijdrr.2021.102215
Fast computation of some matrices useful in statistics
Published:
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Undergraduate course, Universidad Técnica Federico Santa María, Departamento de Matemática, 2021
In this subject students acquire specific skills related to mathematical modeling in an engineering context. It includes data analysis and specialized computater software.