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Exploring Design Space: Machine Learning for Multi-Objective Materials Design Optimization with Enhanced Evaluation Strategies

Felix Conrad, Julien Philipp Stoecker,Cesare Signorini, Isabela de Paula Salgado,Hajo Wiemer,Michael Kaliske,Steffen Ihlenfeldt

COMPUTATIONAL MATERIALS SCIENCE（2025）

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Key words
Machine learning in materials design,Automated machine learning,Multi-objective optimization,Splitting methods for performance evaluation
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