ScienceDirect

Study on real-time prediction framework for heat release rate and ceiling heat flux profile in a tunnel fire with lateral smoke extraction using deep learning (opens in new tab)

Publication date: Available online 25 April 2026Source: EnergyAuthor(s): Kebin Song, Peng Hu, Lei Deng, Kazui Fukumoto, Xiaolei Zhang, Fei Tang, Longhua Hu

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