ml_steels_repo

Repository for "Machine learning assisted design of reactor steels with high long-term strength and toughness" article.

Here we provide trained models, subsets of data and inference script. Training scripts and whole database are available upon reasonable request to the authors.

Install

We recommend using python 3.9 or higher

Install dependencies using:

pip install -r requirements.txt

Run inference

python infer.py \
--target <target name> \
--model_type <specific or general> \
--data-path <path to data.csv>