Ayana Ghosh Research Scientist Contact . . | GHOSHA@ORNL.GOV All Publications A Roadmap for Edge Computing Enabled Automated Multidimensional Transmission Electron Microscopy Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscopy Insights into Cation Ordering of Double Perovskite Oxides from Machine Learning and Causal Relations First-Principles Study of Ferroelectric and Optical Properties in Derivatives of Thiourea Atomic-scale Fabrication of 1D-2D Nano Hetero-structures within 2D Materials through Automated Tracking and Electron Beam Control Building Atomic and Plasmonic Devices via Electron Beams: from Desired Structures to Desired Properties Bridging microscopy with molecular dynamics and quantum simulations: an atomAI based pipeline Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process Exploring electron beam induced atomic assembly via reinforcement learning in a molecular dynamics environment Deep learning ferroelectric polarization distributions from STEM data via with and without atom finding... 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 Pagination First page « First Previous page ‹â¶Ä¹ Page 1 Current page 2 Key Links Curriculum Vitae Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing Methods for Physical Sciences Section Computational Chemistry and Nanomaterials Sciences Group
