Cycling Race Time Prediction: A Personalized Machine Learning Approach Using Route Topology and Training Load

Francisco Aguilera Moreno

Predicting cycling duration for a given route is essential for training planning and event preparation. Existing solutions rely on physics-based models that require extensive param…