A new research paper shows the approach performs significantly better than the random-walk forecasting method.
Short-Term Forecasting of Convective Weather Affecting Civil Aviation Operations Using Deep Learning
Abstract: With the rapid development of the civil aviation industry, flight delays caused by convective weather are becoming increasingly severe. In terminal airspace with complex traffic environments ...
Legacy load forecasting models are struggling with ever-more-common, unpredictable events; power-hungry AI offers a solution.
Abstract: In the aviation industry, inventory management based on non-smooth demand forecasting is an ongoing challenge. Generally, aircraft parts lack easily observable demand patterns. Through ...
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