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MINA

An implementation of the geometrical Ogilvy's model for predicting grain orientation in austenitic stainless steel multipass welds

Project Organization

├── LICENSE
├── Makefile           <- Makefile with commands like `make data` or `make train`
├── README.md          <- The top-level README for developers using this project.
│
├── docs               <- A default Sphinx project; see sphinx-doc.org for details
│
├── notebooks          <- Exploratory Jupyter notebooks
│
├── references         <- Data dictionaries, manuals, and all other explanatory materials.
│
├── output             <- Reports, results, outputs
│   └── figures        <- Generated graphics and figures to be used in reporting
│
├── mina               <- Source code for use in this project.
│   ├── __init__.py    <- __init__.py
│   │
│   └── mina_model.py  <- Main file containing the MINA_weld class and related functions.

Setup

ogilvy_weld is used in the same environment as mina_weld. To keep things simple, mina_weld environment is used for both.

  1. Install the virtual environment:
$ conda env create -f environment.yml
  1. Activate the environment:
$ conda activate mina_weld

or

$ source activate mina_weld
  1. Install mina package inside the virtual environment
$ pip install --editable .

(no reinstallation is requres after modification thanks to the --editable flag)

  1. Enjoy!

Project based on the GoDataDriven project template.

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Outputs an local grain orientation map for austenitic stainless steel welds based on the Ogilvy model

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