Richard Messerly Computational Scientist Contact MESSERLYRA@ORNL.GOV All Publications Including physics-informed atomization constraints in neural networks for reactive chemistry Improving Bond Dissociations of Reactive Machine Learning Potentials through Physics-Constrained Data Augmentation Key Links Curriculum Vitae Google Scholar ORCID LinkedIn GitHub Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences Science Engagement Section Advanced Computing for Chemistry and Materials Group