Element selection for functional materials discovery by integrated machine learning of atomic contributions to properties. - Andrij Vasylenko; Dmytro Antypov; Vladimir V. Gusev; Michael W. Gaultois; Matthew S. Dyer; Matthew J. Rosseinsky (CoRR, 2022)

The Theory of Probabilistic Hierarchical Supervised Ensemble Learning. - Ziauddin Ursani; Dmytro Antypov; Katie Atkinson; Judith Clymo; Matthew S. Dyer; Matthew J. Rosseinsky; Sven Schewe; Andrij Vasylenko (ICMLA, 2024)

Hierarchical Supervised Monte Carlo Ensemble Learning. - Ziauddin Ursani; Dmytro Antypov; Katie Atkinson; Judith Clymo; Matthew S. Dyer; Matthew J. Rosseinsky; Sven Schewe; Andrij Vasylenko (ICMLA, 2024)