Machine learning for earthquake prediction

• Main Author: Ang, Grace Li Ling
• Other Authors: Fedor Duzhin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Science::Geology::Volcanoes and earthquakes; Science::Mathematics::Applied mathematics::Simulation and modeling
• Online Access: https://hdl.handle.net/10356/148530
• Institution: Nanyang Technological University

Earthquake prediction for the region of Sendai, Japan was carried out in this study by using 7 seismic features as inputs to an artificial neural network. The seismic indicators are selected based on well-known seismological and geophysical facts and are able to represent the seismic state of a sp...