{"type": "article", "title": "Uncertainty Quantification for AI-Driven Crash Simulation Surrogates: A Comparative Study of Monte Carlo Dropout and Deep Ensemble on Open-Source Bumper Beam Benchmark", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/uncertainty-quantification-for-ai-driven-crash-simulation-surrogates-a-study-of", "original_source": "https://arxiv.org/abs/2607.18294", "published": "2026-07-22T04:00:00+00:00", "accessed": "2026-07-22", "id": "uncertainty-quantification-for-ai-driven-crash-simulation-surrogates-a-study-of"}