Machine Learning and Evolutionary Prediction of Superhard B-C-N Compounds

Wei-Chih Chen, Joanna N. Schmidt, Da Yan +2

We build random forests models to predict elastic properties and mechanical hardness of a compound, using only its chemical formula as input. The model training uses over 10,000 ta…