Intelligent Strong Motion Prediction

This repository is the official PyTorch implementation of Neural Network-Based Strong Motion Prediction for On-Site Earthquake Early Warning

ISMP (Intelligent Strong Motion Prediction) uses a convolutional neural network to effectively extract relevant features from the initial P-waves to predict whether the peak ground acceleration of subsequent waves surpasses 80 Gal.

Dataset

• Can be download directly from "dataset" folder of this repository.
• Please place the dataset under the "data" folder which in the same directory of "run_train.py" and "run_test.py"

Training

python run_train.py 

Testing

python run_test.py