1d-cnn-GMRs

• The three NN models: 1D CNN, 2D CNN, ANN, were used in the paper of "Faster Post-Earthquake Damage Assessment Based on 1D Convolutional Neural Networks". https://doi.org/10.3390/app11219844.
• A small dataset was generated for illustration. Readers are encouraged to try these models on their own data.
• Raw data may be made available upon request from the correspondence author (gchen at mst dot edu).
• These models were run in Linux Ubuntu system with python 3.6 and tensorflow 2.2.
• Feel free to contact Xinzhe (yuan dot xz at outlook dot com) if any questions.