A new machine learning framework could help engineers assess the thermal response of partially protected steel beams in minutes, reducing the time and computing resources typically needed for complex thermal modelling.
Machine learning tool could speed up fire safety assessments for steel beams
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September 16, 2026
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university-of-manchester