Author

Ayhan Akinturk

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Preprint Aug 2026

Time-Aware Validation of Machine Learning Fuel Consumption Models: Evidence from 1\,Hz Operational Data, CCGS \textit{Sir Wilfrid Laurier}

This paper examines time-aware evaluation of ship fuel consumption prediction using Time Series Cross-Validation (TSCV) and Blocked TSCV, specifically Time Series Cross-Validation (TSCV) and Blocked TSCV.

Samarasimha Reddy Chittamuru, Ayhan Akinturk, A. Kennedy et al. · 0 citations