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Consistent Machine Learning for Topology Optimization with Microstructure-Dependent Neural Network Material Models

Harikrishnan Vijayakumaran,Jonathan B. Russ,Glaucio H. Paulino,Miguel A. Bessa

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS（2025）

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Key words
Topology optimization,Material-integrated design,Multi-scale structures,Functionally-graded materials,Neural networks,Deep learning
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