Abstract: The ability of composite materials to withstand fire is a crucial factor in both construction and manufacturing. For centuries, different materials have been used to improve the fire-resistance properties of lignocellulosic materials and other composites. Several fire prediction models have been developed over the years as a result of efforts to model fire behavior, which begins in the 1970s.
Nihal Basheer M C, Pradeep K Kushwaha (2025);
Developments in Numerical, Artificial Intelligence and Machine Learning based Fire models of Lignocellulosic and other polymer-based composites – A Short Review;
International Journal of Scientific and Research Publications (IJSRP)
15(9) (ISSN: 2250-3153),
DOI: http://dx.doi.org/10.29322/IJSRP.15.09.2025.p16534