Animesh Ghose

Mar 15, 2023 | link.aps.org | Animesh Ghose |Fanchen Meng |Zhu Liang |Mikhail Segal

Abstract As machine learning (ML) methods continue to be applied to a broad scope of problems in the physical sciences, uncertainty quantification is becoming correspondingly more important for their robust application. Uncertainty-aware machine learning methods have been used in select applications, but largely for scalar properties.