A simple denoising approach to exploit multi-fidelity data for machine learning materials properties

Xiaotong Liu, Pierre-Paul De Breuck, Linghui Wang +1

Machine-learning models have recently encountered enormous success for predicting the properties of materials. These are often trained based on data that present various levels of…