Neural Networks and SVR implementation for

Earthquake Prediction

Team contribution:

Team Lead / Project Management, Dataset research, Model implementation,
Testing & tuning the algorithm, Slides & Video presentation, Video Editing

Everything happening with nature has tremendous impacts on human beings. Earthquakes and natural disasters may take away countless people's lives. After moving to San Diego, I noticed more Earthquake notifications came to me, comparing to when I was in Shanghai. I'm interested in geology since I was little, so I proposed this topic to my group.
I led a group of 4 to work on the research question:
Can we accurately predict the magnitude and depth of an earthquake happening, given the time and location (latitude and longitude) it will occur?

We are able to find a dataset that contains the Data, Time, Latitude, Longitude, Magnitude, Depth, and Region of the earthquake, the core components made us possible to work on the earthquake prediction model.


The following file is our detailed project:




Here is our recorded presentation: