From microstructure to performance optimization
Chunyu Guo, Xiangyu Tang, Yu'e Chen, Changyou Gao, Qinglin Shan, Heyi Wei, Xusheng Liu, Chuncheng Lu, Meixia Fu, Enhui Wang, Xinhong Liu, Xinmei Hou, and Yanglong Hou, From microstructure to...
In this work, an end-to-end AI- driven optimization framework is proposed to explore the microstructure optimization problems for elastic properties of materials with multiple crystal...
Key Details About Microstructure-Driven Knot Performance Optimization
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This study proposes an anode-supported SOFC optimization approach based on multiphysical modeling and machine learning, aiming to achieve the coordinated optimization design of its macro- and microstructures , thereby ensuring the improvement of power density and the reduction of failure probability.
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Topology Optimization of Differentiable Microstructures. It gives the article a little more context before the image collection begins.
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Design of graded cellular structures with data-driven inverse. This note connects the source idea with the visuals in a simple, reader-friendly way.
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