Bobby Sumpter Corporate Fellow, Emeritus Contact SUMPTERBG@ORNL.GOV All Publications Strain-Induced asymmetry and on-site dynamics of silicon defects in graphene Fingerprinting Brownian Motions of Polymers under Flow Decoding polymer self-dynamics using a two-step approach Understanding the Impacts of Support–Polymer Interactions on the Dynamics of Poly(ethyleneimine) Confined in Mesoporous SBA... Quantum theory of electronic excitation and sputtering by transmission electron microscopy... Physically Informed Machine Learning Prediction of Electronic Density of States... From classical to quantum dynamics of atomic and ionic species interacting with graphene and its analogue... From ground to excited electronic state dynamics of electron and ion irradiated graphene nanomaterials From ground to excited electronic state dynamics of electron and ion irradiated graphene nanomaterials Bridging microscopy with molecular dynamics and quantum simulations: an atomAI based pipeline Dynamic aspects of graphene deformation and fracture from approximate density functional theory Small angle scattering of diblock copolymers profiled by machine learning Deep Generative Models for Materials Discovery and Machine Learning-Accelerated Innovation A machine learning inversion scheme for determining interaction from scattering Learning in continuous action space for developing high dimensional potential energy models... Inverse design of two-dimensional materials with invertible neural networks Structural and dynamical roles of bound polymer chains in rubber reinforcement On-surface cyclodehydrogenation reaction pathway determined by selective molecular deuterations Single-Atom Catalysts with Anionic Metal Centers: Promising Electrocatalysts for the Oxygen Reduction Reaction and Beyond Topological Effects Near Order–Disorder Transitions in Symmetric Diblock Copolymer Melts Spatial correlations of entangled polymer dynamics Evaluation of Stripping Resistance of Organoclay-Modified Asphalt Binder and Aggregate Systems Using an Optical Contact Angle Analyzer Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy Benchmarking graph neural networks for materials chemistry Pagination First page « First Previous page ‹â¶Ä¹ … Page 3 Current page 4 Page 5 … Next page ›â¶Äº Last page Last » Key Links Curriculum Vitae Organizations Physical Sciences Directorate User Facilities Center for Nanophase Materials Sciences
Research Highlight Deep Learning Infers Structures of General Lyotropic Phases from Small Angle Neutron Scattering
