A lightweight metallographic defect detection framework via structured priors and energy-aware attention under strong grain boundary interference

Z Zhi Shen Q Qigui Deng Z Zhongyi Wu K Kang Jin Y Yuliang Zhong Y Yiqing Shi Y Yunhan Ling S Shan Hu

Article Details

Volume / Issue Vol. 16, Issue 1
Published March 26, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (8)

Z

Zhi Shen

Q

Qigui Deng

Z

Zhongyi Wu

K

Kang Jin

Y

Yuliang Zhong

Y

Yiqing Shi

Y

Yunhan Ling

S

Shan Hu