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Fire research

An AI-driven fire risk forecasting framework for urban villages using IGWO-optimized LSTM with incremental learning

Jiangxue Tian, Handong Li, Shuran Lv

published 02 Jun 2026

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An Indicator contribution-oriented assessment framework for identifying dominant fire risk drivers in cable tunnels: Development and case study

Liming Li, Yongyu Wang, Bo Liu, Liwei Song, Wentao Ma

published 05 May 2026

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Research on fire scenario analysis and emergency response strategies for L-shaped buildings using FDS

Qin Zhang, Yuhong Hu, Xiaoju Li

published 13 Apr 2026

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Forest fire detection and recognition method based on improved YOLOv5-ACE algorithm

Yu Zhao, Chao Tang

published 09 Mar 2026

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Experimental investigation of tunnel fire spread under moving fire source conditions

Tong Wang, Yi Qin, Zhihao Zhang, Yue Xiang, Xiong Zhu, Tao Fan

published 24 Feb 2026

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Study on modular smoke extraction with solid screen in urban road tunnel fires

Xiaotao Zhang, Kaihua Lu, Yushi Lu

published 17 Feb 2026

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Investigations of a new EPS-insulated mortar-free reusable interlocking block for sustainable buildings

Hui Gao, Moses Mwenda Karani, Li Zuo, Zhongwei Zhao

published 10 Feb 2026

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Small-scale livelihood and cultural fire: Global spatiotemporal characteristics, and gaps in data

Cathy Smith, Matthew Kasoar, Oliver Perkins, James D. A. Millington, Jayalaxshmi Mistry

published 20 Jan 2026

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Forest fire prediction using image processing

Yingdan Li, Junting Chen, Yaxuan Zeng, Yuanyuan Ding, Chaobing Huang, Hongxing Tian

published 20 Jan 2026

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Prioritizing areas for post-fire restoration in Greece using mixed-methods spatial analysis

Elena Palenova, Sander Veraverbeke, Igor Drobyshev, Themistoklis Kontos, Karin Ebert

published 12 Jan 2026

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Research on similarity test design and characteristic verification for tank fires under environmental wind conditions

Yi Jiang, Fang Shen, Zhuo Su, Lijiao Huang

published 09 Jan 2026

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Analysis and optimization of fire evacuation safety performance in large urban complexes

Yunhao Jiang, Gang Liu, Yulun Du, Siteng Cai, Zhichao Si, Jing He, Xiangbing Zhou

published 17 Nov 2025

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GAM-enhanced deepLabv3+ for accurate burn scar extraction in karst regions from remote sensing images

Xiaodong Su, Zhijie Wang, Linzhouting Chen, Jianxing Hu, Yangsheng Wang, Shaobo Li

published 11 Nov 2025

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