Development of an artificial neural network–based egress model incorporating the egress safety ratio under fire in postpartum care center buildings

Abstract Fires in postpartum care centers pose significant risks to the safety of mothers and newborns, highlighting the need for effective egress safety evaluation. This study proposes a systematic method for assessing egress safety based on the Egress Safety Ratio in postpartum care center buildin...

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Ngā kaituhi matua:	Khaliunaa Darkhanbat, Amina Erdenebaatar, Inwook Heo, Seung-Ho Choi, Hoseong Jeong, Kang Su Kim
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Nature Portfolio 2026-04-01
Rangatū:	Scientific Reports
Ngā marau:	Egress safety ratio Artificial neural network Available safe egress time Postpartum care center building
Urunga tuihono:	https://doi.org/10.1038/s41598-026-46060-5
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!