- Article
A PINN-LSTM Model for Real-Time Gas Concentration Prediction in Mine Conveyor Belt Fires
- Peiyang Su,
- Jiayong Zhang and
- Liwen Guo
Accurate prediction of toxic gas concentrations during conveyor-belt fires is essential for ensuring mine safety, yet the nonlinear, time-varying, and turbulent characteristics of underground environments pose significant challenges for real-time for...

