Federated learning of molecular properties with graph neural networks in a heterogeneous setting

Summary: Chemistry research has both high material and computational costs to conduct experiments. Intuitions are interested in differing classes of molecules, creating heterogeneous data that cannot be easily joined by conventional methods. This work introduces federated heterogeneous molecular lea...

Full description

Bibliographic Details
Main Authors: Wei Zhu, Jiebo Luo, Andrew D. White
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Patterns
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666389922001180