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FireDesign aims to enhance the fire safety of epoxy resins by designing new flame retardants using machine learning and genetic algorithms. The project seeks to establish a relationship between chemical structure and flame retardancy to improve material safety.
Polymeric materials show advantages of high performance and low cost and have been widely used in modern society.
Epoxy resin (EP) as one of the most important polymers, has been widely employed in construction, automotive, and aerospace industries, etc.
In Europe, EP market has exceeded 410.60 kilo tons per year.
However, the intrinsic flammability of EP makes them potential hazards to human life and property.
Due to environmental concerns, incorporating phosphorus-containing flame retardants (…
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