{"type": "article", "title": "Machine learning tool could speed up fire safety assessments for steel beams", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/machine-learning-tool-could-speed-up-fire-safety-assessments-for-steel-beams", "original_source": "https://www.manchester.ac.uk/about/news/machine-learning-fire-safety-steel-beams/", "published": "2026-09-16T08:32:05+00:00", "accessed": "2026-09-16", "id": "machine-learning-tool-could-speed-up-fire-safety-assessments-for-steel-beams"}