Sumner Harris R&D Associate Contact HARRISSB@ORNL.GOV All Publications Deep Learning with Reflection High-Energy Electron Diffraction Images to Predict Cation Ratio in Sr2xTi2(1–x)O3 Thin Films Online Bayesian State Estimation for Real-Time Monitoring of Growth Kinetics in Thin Film Synthesis Impact of Halogen Groups on the Properties of PEA-Based 2D Pb–Sn Halide Perovskites Active oversight and quality control in standard Bayesian optimization for autonomous experiments... Decoding the Broadband Emission of 2D Pb-Sn Halide Perovskites through High-Throughput Exploration... Deep learning with plasma plume image sequences for anomaly detection and prediction of growth kinetics during pulsed laser deposition Autonomous Synthesis of Thin Film Materials with Pulsed Laser Deposition Enabled by In Situ Spectroscopy and Automation Anomalous isotope effect on the optical bandgap in a monolayer transition metal dichalcogenide semiconductor Machine learning the relationship between Debye temperature and superconducting transition temperature Armor for Steel: Facile Synthesis of Hexagonal Boron Nitride Films on Various Substrates Real-Time Diagnostics of 2D Crystal Transformations by Pulsed Laser Deposition: Controlled Synthesis of Janus WSSe Monolayers and Alloys Discovery of Graphene-Water Membrane Structure: Toward High-Quality Graphene Process Key Links Curriculum Vitae Organizations Physical Sciences Directorate User Facilities Center for Nanophase Materials Sciences Theory and Computation Section Data NanoAnalytics Group
Research Highlight Deep Learning with in situ Diagnostics Reveals Non-trivial Correlations to Film Growth
