| abstract |
The present invention provides a method for designing an alloy with high amorphous forming ability, which adopts the Fine kNN classifier to predict the amorphous alloy forming ability of the material. In the method provided by the present invention, since the Fine kNN model is used to predict the amorphous forming ability of the material, the accuracy of the Fine kNN model is as high as 95.5%, the true positive rate is as high as 96%, and the false positive rate is as low as 7%, indicating that the model has high It has high generalization ability as well as prediction ability, which can extremely accurately predict the amorphous formation ability of new alloys, which greatly improves the research and development efficiency of amorphous alloys and saves human and material resources. |