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ANN model for predicting segregation energy distribution of hydrogen in tungsten

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WH_E_seg

ANN model for predicting segregation energy distribution of hydrogen in tungsten.

Requirements

  • Python 3.x
  • ase
  • scipy
  • numpy
  • torch
  • dscribe
  • Optional
    • jupyter-lab (to open demo.ipynb)
    • matplotlib (for data visualization)

How to use

  1. Install Python and the required packages in your machine (recommand conda enviroment).
  2. Clone this repository by git clone https://github.com/permissionx/WH_E_seg.git.
  3. See the demo.ipynb (The author only tested it in GPU devices).

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ANN model for predicting segregation energy distribution of hydrogen in tungsten

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