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03/05/2020
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
In topology optimization using deep learning, load and boundary conditio...
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04/16/2019
3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders
We propose a data-driven 3D shape design method that can learn a generat...
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08/27/2018
Deep Learning for Stress Field Prediction Using Convolutional Neural Networks
This research presents a deep learning based approach to predict stress ...
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08/05/2018
3D Conceptual Design Using Deep Learning
This article proposes a data-driven methodology to achieve a fast design...
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07/08/2018