A multi-objective, multi-interpretable machine learning demonstration verified by domain knowledge for ductile thermoelectric materials
Multi-objective machine learning (ML) methods are widely used in the field of materials because material optimizations are always multi-objective. Traditional multi-objective optimization methods mainly use a combination of hierarchical single-objective optimization. However, this strategy often has...
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Main Authors: | , , , , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2025-03-01
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Series: | Journal of Materiomics |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2352847824001126 |
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