Published January 26, 2025 | Version v2

Datasets for OpenPyStruct

  • 1. ROR icon Georgia Institute of Technology

Contributors

Contact person:

  • 1. ROR icon Georgia Institute of Technology

Description

StructDataLite contains 100,000 samples and serves as a compact resource for initial training, debugging, and exploratory analysis. It balances coverage of geometric configurations and boundary conditions.

StructDataHeavy contains 2,000,000 samples, designed for high-fidelity model training. This dataset provides extensive variability across structural configurations and load cases, ensuring realistic and robust training scenarios.

Both lite and meta datasets include features such as roller positions, force locations and magnitudes, beam node coordinates, and derived physics outputs containing deflections, rotations, shear and moments, supporting potential for advanced structural analysis and optimization.

Files

StructDataHeavy.json

Files (24.7 GB)

Name Size
md5:9a3abec23d3ffe3193f27cf2e98fd82e
23.6 GB Preview Download
md5:4f546ba8d7688dadd78c2dd0a5e27294
1.1 GB Preview Download

Additional details

Software

Repository URL
https://github.com/dsmyl6/OpenPyStruct
Programming language
Python