Jannik P. Roth

Chemically InterpretableExplanations for MolecularProperty Prediction via Fragment-Level Shapley Values

Abstract Machine learning has emerged as a powerful approach for molecular property prediction and drug discovery. However, the black-box nature of many machine learning models limits their interpretability, trustworthiness, and adoption in interdisciplinary research settings. Th...