Research

Publications

Upcoming

Geometry-Informed Variational Autoencoders for Shape Optimisation

Physics-Informed Geometric Operators to Support Surrogate, Dimension Reduction and Generative Models for Engineering Design

2024

Accelerating Dimensionality Reduction in Wave-Resistance Problems through Geometric Operators

Stamatios Stamatatelopoulos, Shahroz Khan, Panagiotis Kaklis

Computer Methods in Applied Mechanics and Engineering, Elsevier, Vol. 427, 117058, 2024.

preprints

Generative VS non-Generative Models in Engineering Shape Optimisation

 Zahid Masood, Muhammad Usama, Shahroz Khan, Konstantinos Kostas, Panagiotis Kaklis

Journal of Marine Science and Engineering, MDPI, Vol. 12(4), 566, 2024.

PDF

2023

ShipHullGAN: A generic parametric modeller for ship hull design using deep convolutional generative model

Shahroz Khan, Kosa Goucher-Lambert, Konstantinos Kostas, Panagiotis Kaklis 

Computer Methods in Applied Mechanics and Engineering, Elsevier, Vol. 411, 116051, 2023.

PDF    Video 1     Video 2

Shape-informed dimensional reduction in Airfoil/Hydrofoil modelling 

 Zahid Masood, Konstantinos Kostas, Shahroz Khan, Panagiotis Kaklis

Journal of Marine Science and Engineering, MDPI, Vol. 11(10), 1851, 2023.

PDF

2022

Shahroz Khan, Panagiotis Kaklis, Andrea Serani, Matteo Diez, Konstantinos Kostas

Computer-Aided Design, Elsevier. Vol. 150. 103327. 2022.  

Special Issue: Symposium on Solid and Physical Modeling (SPM) 2022.  

PDF    PPT    Video    GitHub

2021

Zahid Masood*, Shahroz Khan*, Li Qian (* Authors share equal contribution)

Renewable Energy, Elsevier. 2021 

PDF     BibTex      GitHub

Cihad Celik, Devrim Bülent Danışman, Shahroz Khan, Panagiotis Kaklis 

Ocean Engineering, Elsevier, Vol. 235. 109406. 2021

PDF

2019

Shahroz Khan, Erkan Gunpinar, Bekir Sener

Ocean Engineering, Elsevier. Vol. 191. 106462. 2019

(Special Issue: Parametric Modeling for Naval Architecture, Ocean and Marine Engineering Applications) 

PDF      BibTeX     Video (YouTube)     

Travision 2020 - Young Researcher  Competition (top 10)     [link-1] [link-2]

Shahroz Khan, Erkan Gunpinar, Masaki Moriguchi, Hiromasa Suzuki.

Journal of Mechanical Design, ASME. Vol. 141(11). 11101. 2019

(Special Issue: Machine Learning for Engineering Design) 

PDF     BibTeX

2018

Shahroz Khan, Muhammad Junaid Awan.

Advanced Engineering Informatics, Elsevier. Vol. 38. 712-724. 2018. 

PDF    BibTeX    WebGL Tool    Video (YouTube)

2017

Shahroz Khan, Erkan Gunpinar, Masaki Moriguchi.

Proceedings of CAD'17, Okayama, Japan . 100-103. 2017. 

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Patent

Shahroz Khan, Erkan Gunpinar, Kemal Mart Dogan

International Application No: PCT/TR2017/050171

Application Date: 19.07.2017

Applicant: Istanbul Technical University.

Theses

Development of a CAD System for Parametric and Attribute-Based Modification of Yacht Hull Models.

MSc Thesis, Istanbul Technical University 2017

Supervisor: Prof. Erkan Gunpinar 

PDF   BibTeX   PPT        

Dynamic Investigation of Brake Squeal Problem in the Presence of Kinematic Nonlinearities

BSc Thesis, Istanbul Technical University & HITEC University 2014

Supervisor: Dr. Osman Taha Sen

PDF   BibTeX           

Software

GenYacht

A hybrid-interactive generative design tool to support the computer-aided preliminary yacht hull design.

Download    User Manual    Video (YouTube)  

ModiYacht

A computational design tool for parametric and attribute-based modeling of yacht hulls. 

Download    User Manual    Video (YouTube)

DesignN

 A generative design plugin for computer-aided design (CAD) systems to help designers to create appealing alternatives for their initial CAD models.

Download    User Manual    Video (YouTube)    WebGL Version (under development)

Talks