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Deep learning based constraint aware design exploration of triply periodic minimal surface bone scaffolds

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Deep learning based constraint aware design exploration of triply periodic minimal surface bone scaffolds

Innocent Bwengye et al · Springer · 2026 · ISSN 2731-6564

Abstract Bone tissue engineering scaffolds must provide structural support while permitting fluid transport and maintaining safe hydrodynamic conditions for cell activity. Triply Periodic Minimal Surface (TPMS) architect...

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A Ghost-Efficient Yolov7-Based lightweight model for Multi-Scale power operation risk identification

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A Ghost-Efficient Yolov7-Based lightweight model for Multi-Scale power operation risk identification

Haiyan Wang et al · Springer · 2026 · ISSN 2731-0809

Abstract In the power operation scenarios, there are problems such as large differences in target scales, small targets susceptible to occlusion, and limited computational resources for edge devices. This leads to insuff...

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