Volume 57, Issue 6 | Fire Technology

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Volume 57, Issue 6

November 2021

Special Issue on Smart Systems in Fire Engineering

Issue Editors:

M.Z. Naser,
Chris Lautenberger,
Erica Kuligowski

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19 articles in this issue

Special Issue on “Smart Systems in Fire Engineering”
M. Z. Naser
Chris Lautenberger
Erica Kuligowski
Editorial 08 November 2021 Pages: 2737 - 2740
Mechanistically Informed Machine Learning and Artificial Intelligence in Fire Engineering and Sciences
M. Z. Naser
OriginalPaper 02 January 2021 Pages: 2741 - 2784
Part of 4 collections:

Editors’ choice

Fire science reviews

Fire Science Reviews

Editors’ choice
Wildland Fire Burned Areas Prediction Using Long Short-Term Memory Neural Network with Attention Mechanism
Zhongzhi Li
Yufeng Huang
Lei Xu
OriginalPaper 12 August 2020 Pages: 1 - 23
Identifying Community Fire Hazards from Citizen Communication by Applying Transfer Learning and Machine Learning Techniques
Zhao-Ge Liu
Xiang-Yang Li
Grunde Jomaas
OriginalPaper 10 September 2020 Pages: 2809 - 2838
Investigation on the Tunnel Curvature Effect upon the Ceiling Temperature of Tunnel Fires: A Numerical Simulation
Kaihua Lu
Kaihua Xia
Yanming Ding
OriginalPaper 20 October 2021 Pages: 2839 - 2858
Deep-Learning Emulators of Transient Compartment Fire Simulations for Inverse Problems and Room-Scale Calorimetry
Tyler Buffington
Jan-Michael Cabrera
Ofodike A. Ezekoye
OriginalPaper 10 September 2020 Pages: 2859 - 2885
Bayesian Inference of Fire Evolution Within a Compartment Using Heat Flux Measurements
Jan-Michael Cabrera
Ofodike A. Ezekoye
Robert D. Moser
OriginalPaper 18 September 2020 Pages: 2887 - 2903
Hierarchical Temporal Memory Continuous Learning Algorithms for Fire State Determination
Noah L. Ryder
Justin A. Geiman
Elizabeth J. Weckman
OriginalPaper 05 January 2021 Pages: 2905 - 2928
Real-Time Fire Detection Algorithm Based on Support Vector Machine with Dynamic Time Warping Kernel Function
Jaeseung Baek
Taha J. Alhindi
Hyunsang Chung
OriginalPaper 30 January 2021 Pages: 2929 - 2953
Thermal Analysis Infrastructure in OpenSees for Fire and its Smart Application Interface Towards Natural Fire Modelling
Liming Jiang
Yaqiang Jiang
Asif Usmani
OriginalPaper 02 January 2021 Pages: 2955 - 2980
Sensors and Machine Learning Models to Prevent Cooktop Ignition and Ignore Normal Cooking
Amy E. Mensch
Anthony Hamins
Matthew Kupferschmid
OriginalPaper 18 March 2021 Pages: 2981 - 3004
Semantic Fire Segmentation Model Based on Convolutional Neural Network for Outdoor Image
Han-Soo Choi
Myeongho Jeon
Myungjoo Kang
OriginalPaper 07 January 2021 Pages: 3005 - 3019
Single Image Desmoking via Attentive Generative Adversarial Network for Smoke Detection Process
Yufeng Huang
Xiang Chen
Kaiyuan Li
OriginalPaper 30 January 2021 Pages: 3021 - 3040
Prototyping and Validating a Non-immersive Virtual Reality Serious Game for Healthcare Fire Safety Training
Anass Rahouti
Ruggiero Lovreglio
Thierry Descamps
OriginalPaper 12 March 2021 Pages: 3041 - 3078
Part of 2 collections:

Editors’ choice

Editors’ choice
The Use of Machine Learning for the Prediction of fire Resistance of Composite Shallow Floor Systems
Yavor Panev
Panagiotis Kotsovinos
Graeme Flint
OriginalPaper 08 March 2021 Pages: 3079 - 3100
Smart Smoke Control as an Efficient Solution for Smoke Ventilation in Converted Cellars of Historic Buildings
Wojciech Węgrzyński
Grzegorz Krajewski
Grzegorz Kimbar
OriginalPaper Open access 23 September 2020 Pages: 3101 - 3123
Measuring Water Flow Rate for a Fire Hose Using a Wireless Sensor Network for Smart Fire Fighting
Christopher U. Brown
Gregory W. Vogl
Wai Cheong Tam
OriginalPaper 02 January 2021 Pages: 3125 - 3150
Potential of Surrogate Modelling for Probabilistic Fire Analysis of Structures
Ranjit Kumar Chaudhary
Ruben Van Coile
Thomas Gernay
OriginalPaper 07 May 2021 Pages: 3151 - 3177
A Framework for Intelligent Fire Detection and Evacuation System
Islam Gomaa
Masoud Adelzadeh
Max Kinateder
Letter to the Editor 16 July 2021 Pages: 3179 - 3185