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Journal Articles
- 2022
[j5]Shahroz Khan
, Panagiotis D. Kaklis, Andrea Serani, Matteo Diez, Konstantinos V. Kostas:
Shape-supervised Dimension Reduction: Extracting Geometry and Physics Associated Features with Geometric Moments. Comput. Aided Des. 150: 103327 (2022)- [j4]Shahroz Khan, Panagiotis D. Kaklis, Andrea Serani, Matteo Diez:
Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation. Comput. Aided Des. 151: 103339 (2022) - 2021
- [j3]Shahroz Khan, Panagiotis D. Kaklis:
From regional sensitivity to intra-sensitivity for parametric analysis of free-form shapes: Application to ship design. Adv. Eng. Informatics 49: 101314 (2021) - 2018
- [j2]Shahroz Khan, Muhammad Junaid Awan:
A generative design technique for exploring shape variations. Adv. Eng. Informatics 38: 712-724 (2018) - [j1]Shahroz Khan, Erkan Gunpinar:
Sampling CAD models via an extended teaching-learning-based optimization technique. Comput. Aided Des. 100: 52-67 (2018)
Informal and Other Publications
- 2024
- [i5]Muhammad Usama, Zahid Masood, Shahroz Khan, Konstantinos V. Kostas, Panagiotis D. Kaklis:
Generative VS non-Generative Models in Engineering Shape Optimization. CoRR abs/2402.08540 (2024) - [i4]Stamatios Stamatatelopoulos, Shahroz Khan, Panagiotis D. Kaklis:
Accelerating Dimensionality Reduction in Wave-Resistance Problems through Geometric Operators. CoRR abs/2403.06990 (2024) - [i3]Shahroz Khan, Zahid Masood, Muhammad Usama, Konstantinos V. Kostas, Panagiotis D. Kaklis, Wei Chen:
Physics-Informed Geometric Operators to Support Surrogate, Dimension Reduction and Generative Models for Engineering Design. CoRR abs/2407.07611 (2024) - 2023
- [i2]Shahroz Khan, Kosa Goucher-Lambert, Konstantinos V. Kostas, Panagiotis D. Kaklis:
ShipHullGAN: A generic parametric modeller for ship hull design using deep convolutional generative model. CoRR abs/2305.00210 (2023) - [i1]Shahroz Khan, Panagiotis D. Kaklis, Kosa Goucher-Lambert:
How does agency impact human-AI collaborative design space exploration? A case study on ship design with deep generative models. CoRR abs/2305.10451 (2023)
Coauthor Index
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