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cs.LG2023★ 1 cited
How does agency impact human-AI collaborative design space exploration? A case study on ship design with deep generative models
Shahroz Khan, Panagiotis Kaklis, Kosa Goucher-Lambert
Typical parametric approaches restrict the exploration of diverse designs by generating variations based on a baseline design. In contrast, generative models provide a solution by…
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…