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OpenPyStruct: Open-source toolkit for machine learning-driven structural optimization

delete2025-07-21
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PRE
AI
D
Danny Smyl *
B
Bozhou Zhuang
S
S.E. Rigby
E
Edvard P.G. Bruun
B
Brandon Jones
P
Patrick Kastner
I
Iris Tien
A
Adrien Gallet
DOI:10.1016/j.engstruct.2025.120869delete
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Abstract

Abstract

En 中文
• OpenPyStruct: a toolkit for machine learning design and optimization. • Fully open-source code and data for community engagement. • Enables design exploration under diverse simultaneous loading and support conditions. • State-of-the art machine learning and optimization functionality.
Keywords:
OpenPyStruct
machine learning
optimization
design exploration
open-source

Journal

Engineering Structures cover
Engineering Structures
IF:
6.4
Papers:
2.1W
Citations:
8.7W

Organization

G
Georgia Institute of Technology
Scholars:
1.8W
Papers: 1.4W
Citations: 5.9W
U
University of Sheffield
Scholars:
3.0W
Papers: 2.9W
Citations: 3.9W
U
unipart construction technologies
Scholars:
3
Papers: 4
Citations: 0
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Cited Papers

Cited Papers

No cited papers available