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Lessons learned from the 2018 Camp Fire in California include strategies for protecting lives when there is not enough time to safely evacuate all residents.
In 2011, the fire departments in the United States responded to more than 484,5001 structure fires. These fires resulted in approximately 2,640 civilian
To reduce the flammability of residential upholstered furniture (RUF), the fire safety community has developed test methods and mitigation strategies based on
Fire Research Grants and Cooperative Agreements support extramural work to reduce the total burden of fire on the U.S. economy, which is estimated as greater
Jiajia Li, Christopher U. Brown, Dillon Dzikowicz, Mary Carey, Wai Cheong Tam, Michael Xuelin Huang
A machine learning-based heart health monitoring model, named H2M, was developed. 24-hour electrocardiogram (ECG) data from 112 professional firefighters was
This paper presents the development of an explainable machine learning based flashover prediction model, named xFlashNet. Synthetic temperature data from more
Wai Cheong Tam, Eugene Yujun Fu, Jiajia Li, Richard D. Peacock, Paul A. Reneke, Thomas Cleary, Grace Ngai, Hong Va Leong, Michael Xuelin Huang
This paper presents the development of an attention based bi-directional gated recurrent unit model, P-Flashv2, for the prediction of potential occurrence of
Christopher U. Brown, Gregory W. Vogl, Wai Cheong Tam
A wireless sensor network was created to measure water-flow rate in a fire hose. An integrated electronic piezoelectric (IEPE) accelerometer was chosen as the
Fire Dynamics Simulator (FDS) is a computational fluid dynamics (CFD) model of fire-driven fluid flow. The software solves numerically a form of the Navier
Turnout Gear Selector (ToGS) helps the manufacturers, purchasers and users of fire turnout gear evaluate and select the turnout coat and pants ensemble that