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cs.LG2024★ 1 cited
Generative VS non-Generative Models in Engineering Shape Optimization
Muhammad Usama, Zahid Masood, Shahroz Khan +2
In this work, we perform a systematic comparison of the effectiveness and efficiency of generative and non-generative models in constructing design spaces for novel and efficient d…
cs.LG2023★ 61 cited
ShipHullGAN: A generic parametric modeller for ship hull design using deep convolutional generative model
Shahroz Khan, Kosa Goucher-Lambert, Konstantinos Kostas +1
In this work, we introduce ShipHullGAN, a generic parametric modeller built using deep convolutional generative adversarial networks (GANs) for the versatile representation and gen…