The purpose of this code is to predict the fire source in tunnels using artificial intelligence and numerical database. RNN-LSTM model is established. The database is generated from numerical simulatings using the software FDS.

To run this code, Python 3 programming environment needs to be installed. Keras module needs to be imported.