Interpretable discovery of new semiconductors with machine learning

no code implementations • 12 Jan 2021 • Hitarth Choubisa, Petar Todorović, Joao M. Pina, Darshan H. Parmar, Ziliang Li, Oleksandr Voznyy, Isaac Tamblyn, Edward Sargent

To provide guidance in experimental materials synthesis, these need to be coupled with an accurate yet effective search algorithm and training data consistent with experimental observations.

BIG-bench Machine Learning Knowledge Distillation