f3dasm_optimize

Welcome to the documentation page of the optimization extension of the ‘Framework for Data-Driven Design and Analysis of Structures and Materials’ (f3dasm_optimize). Here you will find all information on installing, using and contributing to the Python package.

Warning

This package is not standalone and requires the f3dasm package to be installed. If you want more information on the f3dasm main package, go the the documentation page There you will find a getting started, statement of need, installation instructions and much more.

Authorship & Citation

f3dasm_optimize was originally created by by Martin van der Schelling [1].

If you use f3dasm_optimize in your research or in a scientific publication, it is appreciated that you cite the main paper from f3dasm below:

Computer Methods in Applied Mechanics and Engineering (paper):

@article{Bessa2017,
title={A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality},
author={Bessa, Miguel A and Bostanabad, Ramin and Liu, Zeliang and Hu, Anqi and Apley, Daniel W and Brinson, Catherine and Chen, Wei and Liu, Wing Kam},
journal={Computer Methods in Applied Mechanics and Engineering},
volume={320},
pages={633--667},
year={2017},
publisher={Elsevier}
}

License

f3dasm_optimize is a free and open-source software published under a BSD 3-Clause License.