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Multiphysics Design Optimization via Generative Adversarial Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This work presents a method for generating concept designs for coupled multiphysics problems by employing generative adversarial networks (GANs). Since the optimal designs of multiphysics problems often contain a combination ...
Microstructural Stress Shape Optimization Using the Level Set Method
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper applies stress-based shape optimization to microstructures, a scarcely explored topic in the literature. As the actual stresses arising at the macroscopic structure are scale separated, the microstrucural stress ...
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