NI'S FIRE HAZARD LAB

Recent Publications

• Pengkun Liu, Shuna Ni, Stanislav I. Stoliarov, Pingbo Tang, “Automated Image-Based Identification and Consistent Classification of Fire Patterns with Quantitative Shape and Spatial Relationship Anal-yses”, Developments in the Built Environment, 2025. https://doi.org/10.1016/j.dibe.2025.100612
• Ning Liu, Siavash Jafarzadeh, Brian Y. Lattimer, Shuna Ni, Jim Lua, Yue Yu, “Harnessing large language models for data-scarce learning of polymer properties”, Nature Computational Science, 2025. https://doi.org/10.1038/s43588-025-00768-y
• Rebekah Schrader, Shuna Ni, Nicholas Dow, Joseph Willi, Matthew DiDomizio and Gavin Horn, “Experimental Study of Heat Transfer through Windows Exposed to an External Heat Flux”, Fire Technology, 2025. https://doi.org/10.1007/s10694-024-01685-8