alloy-design

This work customised a novel Fe-Ni-Ti-Al maraging steel assisted by machine learning to leverage the IHT effect for the in-situ formation of massive precipitates during LAM without PHT.

[OPEN Alloy] The official implement of ATON for high entropy alloy discovery

Building ML models to predict the super alloys

Interpretable machine learning framework for designing hydrogen-embrittlement-resistant aluminum alloys: XGBoost severity classifier, SHAP interpretation, and scenario-vector inverse design over 1M+ candidate compositions. Code for the accompanying Digital Discovery paper.