Zhiyuan Wang

Leakage-controlled benchmarking of kinematic and machine-learning models for ten-minute buoy drift forecasts

Reliable short-horizon drift estimates can support maritime search planning when environmental forcing fields are incomplete. However, trajectory-derived predictors can inadvertently contain information from the forecast interval, random splitting can mix strongly related observations across data partitions, and comp...