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Accelerated discovery of potential heat-resistant Al₈Cu₄X phases via high-throughput first-principles calculations

Machine learning and shap-based prediction of multifactor thermal-oxidative aging behavior in glass fiber reinforced polyamide6

Decoding donor/acceptor hierarchy in DAD triads via fragment-centric machine learning

Machine learning-assisted design of carbon nanotube-based single-atom catalysts for hydrogen evolution reaction

Cluster-model-embedded first-principles study of thermodynamic stability and elastic properties in (Zr, Ti)C_x carbides

Machine learning-assisted high-entropy alloy discovery: a perspective

Application of deep learning for predicting carbon segregation in large-diameter continuously cast steel billets

Knowledge-enabled data-driven smart design of ultra-strong ductile near-α titanium alloys under extreme conditions

Computer vision for efficient object detection and segmentation in molecular image analysis

Multi-fidelity learning in materials informatics: methodologies, applications, and outlook

Enhanced multi-tuple extraction for materials: integrating pointer networks and augmented attention

Quantification and rating of casting blowhole defects using an instance segmentation algorithm