f3dasm

Summary

Welcome to the documentation page of the ‘Framework for Data-Driven Design and Analysis of Structures and Materials’ (f3dasm). Here you will find all information on installing, using and contributing to the Python package.

Authorship & Citation

f3dasm is created and maintained by Martin van der Schelling [1].

If you use f3dasm in your research or in a scientific publication, it is appreciated that you cite the paper 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}
}

Getting started

The best way to get started is to:

Read the Overview section, containting a brief introduction to the framework and a statement of need.
Follow the Getting Started section, containing a step-by-step guide on how to install the package.

Contribute

f3dasm is an open-source project, and contributions of any kind are welcome and appreciated. If you want to contribute, please go to the GitHub wiki page.

Useful links

GitHub repository (source code)
Wiki for development
PyPI package (distribution package)

License

f3dasm is a free and open-source software published under a BSD 3-Clause License.