Y.L Hou

Novel intelligent design method of soft magnetic metallic glasses with excellent magnetic properties by utilizing machine learning technology

In this study, a machine-learning (ML)-assisted compositional screening strategy is developed for Fe-based amorphous/nanocrystalline soft magnetic alloys. Typical ML algorithms including random forest (RF), k-nearest neighbor (kNN), and support vector machine (SVM) are applied to...