A deep learning–based surrogate model for spatial-temporal temperature field prediction in subway tunnel fires via CFD simulation

Author:

Xie Zi-Cong,Xu Zhao-Dong,Gai Pan-Pan,Xia Zhi-Heng,Xu Ye-ShouORCID

Funder

Major Science and Technology Projects in Yunnan Province

Publisher

Elsevier BV

Reference32 articles.

1. Single Image Dehazing Based on Detail-Enhanced Convolution and Content-Guided Attention;Chen;IEEE Trans. Image Process.,2024

2. Prediction of back-layering length in subway tunnel with on-fire train running;Fan;Tunn. Undergr. Space Technol.,2023

3. Deep Back-Projection Networks for Super-Resolution;Haris,2018

4. Delving deep into rectifiers: surpassing human-level performance on ImageNet classification;He,2015

5. Ho J, Kalchbrenner N, Weissenborn D, Salimans T. Axial attention in multidimensional transformers. arXivOrg 2019. https://arxiv.org/abs/1912.12180v1 (accessed June 6, 2024).

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