{"slug": "aircraft-aware-clear-air-turbulence-prediction-with-xgboost-on-pireps-and-era5", "title": "Aircraft-aware clear-air turbulence prediction with XGBoost on PIREPs and ERA5", "summary": "Researchers developed an XGBoost model that predicts clear-air turbulence by incorporating aircraft-specific characteristics, using pilot reports (PIREPs) and ERA5 reanalysis data. The model outperforms traditional turbulence forecasts by accounting for how different aircraft types experience turbulence differently.", "body_md": "Article URL: [https://pub.towardsai.net/why-a-boeing-737-and-an-a380-dont-feel-the-same-turbulence-and-what-that-means-for-ml-7d43867e3d9d?source=friends_link&sk=108752943e51ac67cf343f3f443fac00](https://pub.towardsai.net/why-a-boeing-737-and-an-a380-dont-feel-the-same-turbulence-and-what-that-means-for-ml-7d43867e3d9d?source=friends_link&sk=108752943e51ac67cf343f3f443fac00)\n\nComments URL: [https://news.ycombinator.com/item?id=48546241](https://news.ycombinator.com/item?id=48546241)\n\nPoints: 1\n\n# Comments: 0", "url": "https://wpnews.pro/news/aircraft-aware-clear-air-turbulence-prediction-with-xgboost-on-pireps-and-era5", "canonical_source": "https://pub.towardsai.net/why-a-boeing-737-and-an-a380-dont-feel-the-same-turbulence-and-what-that-means-for-ml-7d43867e3d9d?source=friends_link&sk=108752943e51ac67cf343f3f443fac00", "published_at": "2026-06-15 19:57:08+00:00", "updated_at": "2026-06-15 20:04:21.226262+00:00", "lang": "en", "topics": ["machine-learning", "artificial-intelligence"], "entities": ["XGBoost", "ERA5", "PIREPs", "Boeing 737", "Airbus A380"], "alternates": {"html": "https://wpnews.pro/news/aircraft-aware-clear-air-turbulence-prediction-with-xgboost-on-pireps-and-era5", "markdown": "https://wpnews.pro/news/aircraft-aware-clear-air-turbulence-prediction-with-xgboost-on-pireps-and-era5.md", "text": "https://wpnews.pro/news/aircraft-aware-clear-air-turbulence-prediction-with-xgboost-on-pireps-and-era5.txt", "jsonld": "https://wpnews.pro/news/aircraft-aware-clear-air-turbulence-prediction-with-xgboost-on-pireps-and-era5.jsonld"}}