Li, H. and Li, J. 2026. Research on an Early Detection Method for Residential Indoor Fires Based on the LSTM-FNN Algorithm. Mathematical Modeling and Algorithm Application. 8, 1 (Jan. 2026), 37–44. DOI:https://doi.org/10.54097/mq6n6g79.