Description

This respository is an implementation for our paper called "Mechanistic data-driven prediction of as-built mechanical properties in metal additive manufacturing".

Dataset

The dataset can be found in dataset.

Usage

cd WT_CNN && python run.py 1

Environment

• Python 3
• PyTorch 1.3.0

Citation

@article{xie2021mechanistic,
  title={Mechanistic data-driven prediction of as-built mechanical properties in metal additive manufacturing},
  author={Xie, Xiaoyu and Bennett, Jennifer and Saha, Sourav and Lu, Ye and Cao, Jian and Liu, Wing Kam and Gan, Zhengtao},
  journal={npj Computational Materials},
  volume={7},
  number={1},
  pages={1--12},
  year={2021},
  publisher={Nature Publishing Group}
}

Contact

If you have any question, please email to xiaoyuxie2020@u.northwestern.edu.