Machine learning model optimization with optuna for accurate prediction of strength and crack behavior in prestressed concrete beams
Y
Yuanyong Wen
R
Rongxin Guo
Z
Zhihong Duan
Y
Yue Tong
X
Xiayu Tang
T
Tinghong Pan
C
Chaoshu Fu
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 16, Issue 1
Published
January 20, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (7)
Y
Yuanyong Wen
R
Rongxin Guo
Z
Zhihong Duan
Y
Yue Tong
X
Xiayu Tang
T
Tinghong Pan
C
Chaoshu Fu
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