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Many-body Expansion Based Machine Learning Models for Octahedral Transition Metal Complexes

Many-body Expansion Based Machine Learning Models for Octahedral Transition Metal Complexes

Graph-based machine learning models for materials properties show great potential to accelerate virtual high-throughput screening of large chemical spaces. However, in their simplest forms, graph-based models do not include any 3D information and are unable to distinguish stereoisomers such as those arising from different orderings of ligands around a metal …