Byung-Jin Byun

Comparison of Machine Learning Models Based on Different Ship Hull Form Representations for Hydrodynamic Performance Prediction

Accurate prediction of ship hydrodynamic performance is essential for hull form optimization during the early design stage. This study investigates two approaches for incorporating ship hull geometry into machine learning-based surrogate models using offset data. The first approa...