Author

Yanming Wang

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Jul 2026

(Invited) Constructing Multi-Scale and Flexible Effective Features to Accelerate Data-Driven Materials Design

The LESS classifier is proposed, utilizing bond orientational order (BOO) parameters as lightweight features for crystal structure classification, enabling efficient recognition of mono/binary/amorphous and other crystal structures with over 98.8% accuracy and low retraining cost for new phases.

Yanming Wang · ECS Meeting Abstracts · 0 citations