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Thomas Scholcz

Researcher

Research & Development

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Introduction

Experienced researcher with a demonstrated history of working in the research industry and academia. Strong professional skilled in data science, uncertainty quantification, numerical simulation and multi-disciplinary design optimisation. My goal is to make ships cleaner, smarter, and safer, aiming for blue oceans and a healthier environment.

Expertise areas
Publications
Paper
Ship As a Wave Buoy - Estimating Full Direction Wave Spectra From In-service Ship Motion Measurements Using Deep Learning

Aug 1, 2020

The ocean wave directional spectrum is an important wave characteristic for maritime safety and navigation. Accurate estimation of directional ...
Paper
Surrogate-Based Multi-Objective Optimisation for Powering and Seakeeping

Sep 22, 2019

Reading time 5 minutes

Optimal operation during a ship’s life cycle requires a balance of economy and operability. For most vessel types, economy is related to fuel ...
Paper
Experimental investigation of the hydro-elastic behaviour of flexible composite propellers

May 26, 2019

Experimental investigation of the hydro-elastic behaviour of flexible composite propellers in non-uniform flow at model and full scale In this ...
Paper
Data driven uncertainty quantification for computational fluid dynamics based ship design

May 13, 2019

Maritime transport is responsible for an annual emission of around 1000 million tonnes of CO2, which is around 2.5% of the global greenhouse gas ...
Paper
An assessment of multifidelity procedures for ship hull form optimisation

May 13, 2019

Progress in the assessment of multifidelity techniques for ship hull form optimisation at MARIN is described. Surrogate-based optimisation is used, ...
Paper
Wave Resistance Minimisation In Practical Ship Design

May 15, 2017

A practical and efficient system is described for ship hull form optimisation and its application for minimising wave resistance.
Paper
Multi-Objective Surrogate Based Hull-Form Optimization Using High-Fidelity RANS Computations

May 15, 2017

For a practical application it is shown that the computational time reduces from two weeks to only a day when using Surrogate Based Global ...
Paper
Trim wedge optimization with viscous free surface computations

Sep 4, 2016

Today, varying fuel prices and high competition in the maritime transport sector cause that shipyards continuously have to improve the design of ...
Paper
Ship optimization using viscous flow computations in combination with generic shape variations and Design of Experiments

Sep 4, 2016

Today, optimization procedures based on CFD-computations are used more and more in practical ship design projects. Potential-flow solvers are used ...
Paper
Multi-objective Hull-form Optimization Using Kriging on Noisy Computer Experiments

Jun 17, 2015

Meta-modelling is a key technique for efficient multi-objective optimization in ship design projects using CFD. However, objective functions ...

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