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Xinyan Huang

Hong Kong Polytechnic University - Research Center for Fire Safety Engineering

Hong Kong

China

SCHOLARLY PAPERS

12

DOWNLOADS

684

TOTAL CITATIONS

3

Scholarly Papers (12)

1.

Hydrogen Jet Diffusion Modeling of Renewable Power-to-Hydrogen System by Using Physics-Informed Graph Neural Network

Number of pages: 36 Posted: 10 Oct 2023
affiliation not provided to SSRN, Hong Kong Polytechnic University, affiliation not provided to SSRN, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering, Hong Kong Polytechnic University, Hong Kong Polytechnic University, Hong Kong Polytechnic University and affiliation not provided to SSRN
Downloads 100 (689,572)
Citation 2

Abstract:

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Green hydrogen production, Power-to-Hydrogen, Hydrogen diffusion, Graph deep learning, Physics-informed neural network

2.

Mitigating Thermal Runaway Propagation of NCM 811 Prismatic Batteries via Hollow Glass Microspheres Plates

Number of pages: 26 Posted: 22 Nov 2021
Guangzhou Institute of Industrial Technology, Guangzhou Institute of Industrial Technology, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering, Guangzhou Institute of Industrial Technology, Guangzhou Institute of Industrial Technology, Guangzhou Institute of Industrial Technology and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 93 (730,864)

Abstract:

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Battery Safety, Composite Plate Firewall, Fire Protection, Thermal Insulation Plate, Propagation Rate

3.

Distributed Temperature Sensor Model for Linear Heat Detection in Tunnel Fires

Number of pages: 29 Posted: 03 Sep 2024
Building Research Institute, Central South University, Hong Kong Polytechnic University, Hong Kong Polytechnic University, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering and Building Research Institute
Downloads 84 (783,685)

Abstract:

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DTS, linear heat detection, tunnel fire, fire detection

4.

Modeling Competing Guidance on Evacuation Choices Under Time Pressure Using Virtual Reality and Machine Learning

Number of pages: 38 Posted: 29 Jul 2024
Tongji University, National Research Council Canada, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering and affiliation not provided to SSRN
Downloads 77 (837,727)

Abstract:

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VR experiment, guidance, evacuation choices, random forest, interpretation tool, machine learning

5.

Safe Firefighting Time (Sft) in Tunnel Performance-Based Design and Smart Firefighting

Number of pages: 28 Posted: 10 Aug 2022
Yuxin Zhang, Xiaoning Zhang and Xinyan Huang
Tongji University, Hong Kong Polytechnic University and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 63 (933,592)

Abstract:

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Intelligent firefighting, Firefighters behavior, Fire safety design, Tunnel fire, Fire rescue

Exploration of Polypropylene/Hzsm-5 Catalytic Pyrolysis Via Coupled Experimental & Reaxff Approach

Number of pages: 29 Posted: 20 May 2025
affiliation not provided to SSRN, Hong Kong Polytechnic University, City University of Hong Kong (CityU), University of New South Wales, City University of Hong Kong (CityU), University of New South Wales (UNSW) and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 40 (1,224,220)

Abstract:

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Catalyst, Molecular Dynamics, Plastic Waste, Polypropylene, Pyrolysis, ReaxFF

Exploration of Polypropylene/Hzsm-5 Catalytic Pyrolysis Via Coupled Experimental & Reaxff Approach

Number of pages: 29 Posted: 24 May 2025
affiliation not provided to SSRN, Hong Kong Polytechnic University, City University of Hong Kong (CityU), University of New South Wales, City University of Hong Kong (CityU), University of New South Wales (UNSW) and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 22 (1,486,852)

Abstract:

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Catalyst, Molecular dynamics, Plastic Waste, Polypropylene, Pyrolysis, ReaxFF

7.

A Location Optimization Method for Shelter-in-Place in Case of Multi-Hazard Chemical Accidents Based on Dynamic Risk Assessment

Number of pages: 60 Posted: 25 Dec 2024
Tsinghua University, Delft University of Technology, Tsinghua University, Tsinghua University, Tsinghua University, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering, Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University - The Institute of Public Safety Research
Downloads 57 (1,031,043)

Abstract:

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emergency response, multi-hazard accident, protective building, search algorithm, data synthesis

Morphological and ReaxFF Study on Active Site in Zeolite Structure for Polypropylene Upcycling Towards High Gas Yield Production

Number of pages: 32 Posted: 06 Dec 2025
affiliation not provided to SSRN, Hong Kong Polytechnic University, University of New South Wales, City University of Hong Kong (CityU), affiliation not provided to SSRN, City University of Hong Kong (CityU), University of New South Wales (UNSW) and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 39 (1,252,562)

Abstract:

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Catalyst design, Molecular dynamics, Polypropylene Pyrolysis, ReaxFF, Structure Optimisation, Zeolite

Morphological and ReaxFF Study on Active Site in Zeolite Structure for Polypropylene Upcycling Towards High Gas Yield Production

Number of pages: 32 Posted: 03 Feb 2026
affiliation not provided to SSRN, Hong Kong Polytechnic University, University of New South Wales, City University of Hong Kong (CityU), affiliation not provided to SSRN, City University of Hong Kong (CityU), University of New South Wales (UNSW) and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 11 (1,606,395)

Abstract:

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catalyst, Molecular dynamics, Polypropylene Pyrolysis, ReaxFF, Recycling, Zeolite

9.

Vertical Fire Spread Behaviors of Spaced Photovoltaic Panels on Building Façade

Number of pages: 21 Posted: 13 Mar 2026
Lin Cai, Xiao Chen and Xinyan Huang
affiliation not provided to SSRN, University of Science and Technology China and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 34 (1,318,317)

Abstract:

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Façade fire, Discrete fuel, PV panels, Flame spread, Fire spread rate

10.

Environments conducive to cloud-to-ground and ignited lightning in a boreal forest of Northeast China

Number of pages: 42 Posted: 07 Jan 2026
Beijing Normal University, Beijing Normal University, Beijing Normal University, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering and Beijing Forestry University
Downloads 25 (1,448,301)
Citation 1

Abstract:

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Cloud-to-ground lightning, lightning-ignited wildfires, boreal forest, lightning ignition, Greater Khingan Mountains, environmental controls

11.

Modelling Delayed Smoke Ventilation Induced by Jet Fans for Performance-based Design of Tunnel Fire Safety

Number of pages: 30 Posted: 24 Feb 2026
Zhejiang University, China Jiliang University, Zhejiang University, Hong Kong Polytechnic University - Research Center for Fire Safety Engineering, Zhejiang University and Zhejiang University
Downloads 24 (1,411,822)

Abstract:

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Longitudinal ventilation, Wind growth, Inertial effect, Performance-based design, Available safe egress time

12.

Unveiling the Role of Active Sites over HZSM-5 for Polypropylene Upcycling via ReaxFF MD and DFT Simulations

Number of pages: 32 Posted: 21 Apr 2026
affiliation not provided to SSRN, University of New South Wales (UNSW), City University of Hong Kong (CityU), University of New South Wales, City University of Hong Kong (CityU) and Hong Kong Polytechnic University - Research Center for Fire Safety Engineering
Downloads 15 (1,541,665)

Abstract:

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Active sites, catalytic pyrolysis, HZSM-5, molecular dynamics, Polypropylene, ReaxFF