b246e8269f49c104756a · A Cost-Effective Data-driven Approach to Flashover Prediction across Diverse Residential Layouts for Enhanced Firefighters Situational Awareness

{
  "title_en": "A Cost-Effective Data-driven Approach to Flashover Prediction across Diverse Residential Layouts for Enhanced Firefighters Situational Awareness",
  "designation": "",
  "series": "",
  "status": "",
  "date": "2024-12-30",
  "date_original": "December 30, 2024",
  "url": "https://www.nist.gov/publications/cost-effective-data-driven-approach-flashover-prediction-across-diverse-residential",
  "source": "NIST Publications",
  "display_en": "",
  "authors_en": "Linhao Fan, Hongqiang Fang , Tianshui Liang, Wai Cheong Tam , Qixing Zhang",
  "abstract_excerpt_en": "This paper presents gFlashNet, a generic flashover prediction model, designed to address the limitations of existing models that are restricted to specific residential building layouts. The aim of this research is to improve the scalability and",
  "id": "b246e8269f49c104756a",
  "sources": [
    "NIST Publications"
  ],
  "source_records": [
    {
      "title_en": "A Cost-Effective Data-driven Approach to Flashover Prediction across Diverse Residential Layouts for Enhanced Firefighters Situational Awareness",
      "designation": "",
      "series": "",
      "status": "",
      "date": "2024-12-30",
      "date_original": "December 30, 2024",
      "url": "https://www.nist.gov/publications/cost-effective-data-driven-approach-flashover-prediction-across-diverse-residential",
      "source": "NIST Publications",
      "display_en": "",
      "authors_en": "Linhao Fan, Hongqiang Fang , Tianshui Liang, Wai Cheong Tam , Qixing Zhang",
      "abstract_excerpt_en": "This paper presents gFlashNet, a generic flashover prediction model, designed to address the limitations of existing models that are restricted to specific residential building layouts. The aim of this research is to improve the scalability and"
    }
  ],
  "translation_state": "none"
}