Shahroz Khan

According to our database, Shahroz Khan authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

Shahroz Khan, Zahid Masood, Muhammad Usama, Konstantinos V. Kostas, Panagiotis D. Kaklis, Wei Chen

CoRR, 2024

Accelerating Dimensionality Reduction in Wave-Resistance Problems through Geometric Operators.

Stamatios Stamatatelopoulos, Shahroz Khan, Panagiotis D. Kaklis

CoRR, 2024

Generative VS non-Generative Models in Engineering Shape Optimization.

Muhammad Usama, Zahid Masood, Shahroz Khan, Konstantinos V. Kostas, Panagiotis D. Kaklis

CoRR, 2024

2023

How does agency impact human-AI collaborative design space exploration? A case study on ship design with deep generative models.

Shahroz Khan, Panagiotis D. Kaklis, Kosa Goucher-Lambert

CoRR, 2023

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

Shahroz Khan, Kosa Goucher-Lambert, Konstantinos V. Kostas, Panagiotis D. Kaklis

CoRR, 2023

2022

Shape-supervised Dimension Reduction: Extracting Geometry and Physics Associated Features with Geometric Moments.

Shahroz Khan, Panagiotis D. Kaklis, Andrea Serani, Matteo Diez, Konstantinos V. Kostas

Comput. Aided Des., 2022

Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation.

Shahroz Khan, Panagiotis D. Kaklis, Andrea Serani, Matteo Diez

Comput. Aided Des., 2022

2021

From regional sensitivity to intra-sensitivity for parametric analysis of free-form shapes: Application to ship design.

Shahroz Khan, Panagiotis D. Kaklis

Adv. Eng. Informatics, 2021

2018

Sampling CAD models via an extended teaching-learning-based optimization technique.

Shahroz Khan, Erkan Gunpinar

Comput. Aided Des., 2018

A generative design technique for exploring shape variations.

Shahroz Khan, Muhammad Junaid Awan

Adv. Eng. Informatics, 2018