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Bulent Duz

Senior Reseacher

Research & Development

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Publications
Paper
Ship trajectory prediction using encoder–decoder-based deep learning models

1 Feb 2024

Accurate prediction of ship trajectories can be an important capability for various maritime transport applications, such as vessel traffic services ...
Paper
Uncertainty quantification in the prediction of cavitation inception of the Duisburg Propeller Test Case

16 Oct 2022

Accurate quantitative prediction of marine propeller performance and cavitaiton inception criteria has important implications for the eventual ship ...
Paper
Consistency assesment of wave directional spectrum predictions from machine learning based ship-as-a-wave-buoy methods

5 Jun 2022

Real-time knowledge of the ocean wave directional spectrum is valuable for maritime safety and navigation. When end-to-end machine learning is used ...
Paper
Mitigating spurious low-frequency waves in a model basin with a ramped floor

5 Jun 2022

Low-frequency (LF) content of the waves present in a finite model basin may have multiple sources and associated consequences. Typically the ...
Paper
Estimating parameter and discretization uncertainties using a laminar–turbulent transition model

15 Nov 2021

For computational fluid dynamic (CFD) simulations at intermediate Reynolds numbers, laminar-to-turbulent transition plays an important role in the ...
Paper
Comparison of the CFD results to PIV measurements in kinematics of spilling and plunging breakers

3 Aug 2020

The kinematics under spilling and plunging breakers are investigated using both experimental and numerical methods. In a modular laboratory flume, ...
Paper
Linking Experimental and Numerical Wave Modelling

13 Mar 2020

Experimental or numerical analysis of the response of ships and other floating structures starts with correct environmental modelling. The ...
Paper
Parameter Uncertainty Quantification applied to the Duisburg Propeller Test Case

30 Sep 2019

At model-scale conditions (diameter-based Reynolds number below 106), laminar-to-turbulent transition plays an important role on the performance of ...
Paper
Real Time Estimation of Local Wave Characteristics from Ship Motions Using Artificial Neural Networks

22 Sep 2019

Wave characteristics such as significant wave height, peak period and main direction have an important effect on all aspects of ship operations. ...
Paper
Wave-in-Deck Impact Loads in Relation with Wave Kinematics

25 Jun 2017

Breaking waves have been studied for many decades andare still of interest as these waves contribute significantly to thedynamics and loading of ...
Paper
Numerical Simulation Of Nonlinear Free Surface Water Waves - Coupling Of A Potential Flow Solver To A URANS/VoF Code

24 Jun 2016

Numerical simulation of free surface water waves using various wave models is studied. The performance of the wave models is compared in three test ...