☆ 4.5 Letter

Fire Protection and Materials Flammability Control by Artificial Intelligence

FIRE TECHNOLOGY (2022)

Mechanistically Informed Machine Learning and Artificial Intelligence in Fire Engineering and Sciences

M. Z. Naser

Summary: This review discusses the importance of adopting mechanistically-informed machine intelligence (MI) to study fire behavior and evaluate fire performance of materials and structures. It also introduces various machine learning and artificial intelligence techniques for fire analysis, providing recommended procedures and examples. Challenges and concerns are also identified to stimulate curiosity and accelerate future research in fire engineering and sciences.

FIRE TECHNOLOGY (2021)

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Review Materials Science, Multidisciplinary

Flame retardant polymer materials: An update and the future for 3D printing developments

Henri Vahabi et al.

Summary: This review paper focuses on recent developments in flame retardant polymer materials, with a particular emphasis on qualitative and quantitative analyses of their flame retardant properties. It also highlights advancements in designing precise structures through innovative technologies and the flame retardancy performances of 3D printing. The strategies driving innovative flame retardant polymer materials and 3D printing technology are approaching a practical juncture in the near future.

MATERIALS SCIENCE & ENGINEERING R-REPORTS (2021)

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Review Polymer Science