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March 3, 2026
Instantaneous LPG release and dispersion from tank trucks: Deep learning framework for rapid hazard prediction
SL
Shan Lyu
Chongqing University
MY
Mingyuan Yuan
China Coal Technology and Engineering Group Corp (China)
XC
Xingming Chen
China Coal Technology and Engineering Group Corp (China)
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Key Points
Immediate LPG release correlates significantly with predicted hazard zones, ensuring timely responses.
Using deep learning, predictions are generated with high accuracy in real-time, enhancing emergency planning.
The framework applies advanced dispersion modeling to simulate various release scenarios effectively.
These findings may enable improved safety measures in urban areas near tank truck operations.
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Lyu et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76178c6e9836116a2f794
https://doi.org/https://doi.org/10.1016/j.psep.2026.108572
Instantaneous LPG release and dispersion from tank trucks: Deep learning framework for rapid hazard prediction | Synapse