Optimization of BP neural network based on Harris Hawk algorithm to predict resistance spot welding quality

Shuwan Cui; Xuan Zhou; Haijun Xu; Suojun Zhang; Wengang Chen; Feiyang Liu; Xiaozhen Liu

doi:10.1038/s41598-026-42706-6

Optimization of BP neural network based on Harris Hawk algorithm to predict resistance spot welding quality

S Shuwan Cui X Xuan Zhou (State Key Laboratory of Agricultural and Forestry Biosecurity, Key Laboratory of Ministry of Education for Genetics, Breeding and Multiple Utilization of Crops, Plant Immunity Center, Fujian Agriculture and Forestry University) H Haijun Xu (State Key Laboratory of Chemical Resource Engineering, College of Chemistry) S Suojun Zhang W Wengang Chen F Feiyang Liu X Xiaozhen Liu (State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, Shaanxi Key Laboratory of Agricultural and Environmental Microbiology, College of Life Sciences, Northwest Agriculture and Forestry University)

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Article Details

Journal Scientific Reports

Volume / Issue Vol. 1, Issue 1

Published June 04, 2026

DOI 10.1038/s41598-026-42706-6

ISSN 2045-2322

Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (7)

S

Shuwan Cui

X

Xuan Zhou

State Key Laboratory of Agricultural and Forestry Biosecurity, Key Laboratory of Ministry of Education for Genetics, Breeding and Multiple Utilization of Crops, Plant Immunity Center, Fujian Agriculture and Forestry University

H

Haijun Xu

State Key Laboratory of Chemical Resource Engineering, College of Chemistry

S

Suojun Zhang

W

Wengang Chen

F

Feiyang Liu

X

Xiaozhen Liu

State Key Laboratory for Crop Stress Resistance and High-Efficiency Production, Shaanxi Key Laboratory of Agricultural and Environmental Microbiology, College of Life Sciences, Northwest Agriculture and Forestry University

Optimization of BP neural network based on Harris Hawk algorithm to predict resistance spot welding quality

Article Details

Journal Info

Authors (7)

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