heterogeneous catalysis

Implementation of Adsorbate Chemical-Environment-based Graph Convolution Neural Network (ACE-GCN): framework with the ability to encode atomic configurations comprising of diverse adsorbates, binding locations, coordination environments, and variations in the substrate morphology. This workflow is used to generate and rank surface adsorbate configurations for reactions which are shown to be affected by the presence of high adsorbate surface coverage.