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S

Samuel L. Manzello

Tohoku University

H指数:40

被引数:5,028

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Prediction of Firebrand Transport Using Machine Learning and Physics-Constrained Neural Networks

基于机器学习和物理约束神经网络的火种传输预测

Fire Safety Journal

IF3.3

2026-03-110

OAAI

Experimentally Producing Firebrands Showers from Disparate Fuels to Represent the Combustion of Structural and Vegetative Fuels Simultaneously

实验性地使用不同燃料产生火brands淋浴，以同时代表结构和植被燃料的燃烧

Applications in Energy and Combustion Science

IF6

2025-09-250

OAAI

Experimental and Theoretical Approaches to Elucidate Fuel Bed Ignition Exposed to Firebrand Showers and Radiant Heat

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2023-03-015

PRE

The importance of combustion science to unravel complex processes for informal settlement fires, urban fires, and wildland-urban interface (WUI) fires

IF7.5

2022-04-0115

PRE

Ignition Vulnerabilities of Combustibles around Houses to Firebrand Showers: Further Comparison of Experiments

IF3.3

2021-02-1717

OAAI

Towards understanding the effect of cedar roof covering application on firebrand production in large outdoor fires

JOURNAL OF CLEANER PRODUCTION

IF10

2021-01-0111

OAAI

Role of accumulation for ignition of fuel beds by firebrands

积聚物对火柴人点燃燃料床的作用

APPLICATIONS IN ENERGY AND COMBUSTION SCIENCE

IF6

2020-12-0114

OAAI

Influence of angle orientation on firebrand production from the combustion of surrogate photovoltaic (PV) panel assemblies exposed to applied wind fields

IF7.5

2020-11-012

OAAI

Garnering understanding into complex firebrand generation processes from large outdoor fires using simplistic laboratory-scale experimental methodologies

IF7.5

2020-05-0117

OAAI

Role of firebrand combustion in large outdoor fire spread

PROGRESS IN ENERGY AND COMBUSTION SCIENCE

IF37

2020-01-01125

OAAI

Influence of board spacing on mitigating wood decking assembly ignition

FIRE SAFETY JOURNAL

IF3.3

2019-12-0110

OAAI

Investigating effect of wind speeds on structural firebrand generation in laboratory scale experiments

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2019-03-0117

OAAI

Initial study on thatched roofing assembly ignition vulnerabilities to firebrand showers

FIRE SAFETY JOURNAL

IF3.3

2019-01-017

OAAI

Summary of workshop large outdoor fires and the built environment

FIRE SAFETY JOURNAL

IF3.3

2018-09-0150

OAAI

The growing global wildland urban interface (WUI) fire Dilemma: Priority needs for research

FIRE SAFETY JOURNAL

IF3.3

2018-09-0141

OAAI

Large outdoor fires and the built environment: Objectives and goals of permanent IAFSS working group

FIRE SAFETY JOURNAL

IF3.3

2018-06-013

PREAI

Experimental investigation of firebrand accumulation zones in front of obstacles

FIRE SAFETY JOURNAL

IF3.3

2017-12-0124

OAAI

Experimental investigation of wood decking assemblies exposed to firebrand showers

FIRE SAFETY JOURNAL

IF3.3

2017-09-0141

OAAI

Experiments to provide the scientific-basis for laboratory standard test methods for firebrand exposure

FIRE SAFETY JOURNAL

IF3.3

2017-07-0116

OAAI

Firebrand production from building components fitted with siding treatments

FIRE SAFETY JOURNAL

IF3.3

2016-02-0139

OAAI