5d55d4ead920655893cb · Real-Time Flashover Prediction Model for Multi-Compartment Building Structures Using Attention Based Recurrent Neural Networks
Real-Time Flashover Prediction Model for Multi-Compartment Building Structures Using Attention Based Recurrent Neural Networks
This paper presents the development of an attention based bi-directional gated recurrent unit model, P-Flashv2, for the prediction of potential occurrence of flashover in a traditional 111 m2 single story ranch-style family home. Synthetic temperature data
{
"title_en": "Real-Time Flashover Prediction Model for Multi-Compartment Building Structures Using Attention Based Recurrent Neural Networks",
"designation": "",
"series": "",
"status": "",
"date": "2023-03-17",
"date_original": "March 17, 2023",
"url": "https://www.nist.gov/publications/real-time-flashover-prediction-model-multi-compartment-building-structures-using",
"source": "NIST Publications",
"display_en": "",
"authors_en": "Wai Cheong Tam , Eugene Yujun Fu, Jiajia Li, Richard D. Peacock , Paul A. Reneke , Thomas Cleary , Grace Ngai, Hong Va Leong, Michael Xuelin Huang",
"abstract_excerpt_en": "This paper presents the development of an attention based bi-directional gated recurrent unit model, P-Flashv2, for the prediction of potential occurrence of flashover in a traditional 111 m2 single story ranch-style family home. Synthetic temperature data",
"id": "5d55d4ead920655893cb",
"sources": [
"NIST Publications"
],
"source_records": [
{
"title_en": "Real-Time Flashover Prediction Model for Multi-Compartment Building Structures Using Attention Based Recurrent Neural Networks",
"designation": "",
"series": "",
"status": "",
"date": "2023-03-17",
"date_original": "March 17, 2023",
"url": "https://www.nist.gov/publications/real-time-flashover-prediction-model-multi-compartment-building-structures-using",
"source": "NIST Publications",
"display_en": "",
"authors_en": "Wai Cheong Tam , Eugene Yujun Fu, Jiajia Li, Richard D. Peacock , Paul A. Reneke , Thomas Cleary , Grace Ngai, Hong Va Leong, Michael Xuelin Huang",
"abstract_excerpt_en": "This paper presents the development of an attention based bi-directional gated recurrent unit model, P-Flashv2, for the prediction of potential occurrence of flashover in a traditional 111 m2 single story ranch-style family home. Synthetic temperature data"
}
],
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}