Ayana Ghosh
Oak Ridge National Laboratory(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, Advanced Electron Microscopy Techniques and Applications, Electron and X-Ray Spectroscopy Techniques, Ferroelectric and Piezoelectric Materials, Electronic and Structural Properties of Oxides
Most-Cited Works
- → Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy(2021)133 cited
- → AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy(2022)116 cited
- → Machine learning for automated experimentation in scanning transmission electron microscopy(2023)84 cited
- → Electronic and Magnetic Properties of Lanthanum and Strontium Doped Bismuth Ferrite: A First-Principles Study(2019)67 cited
- → Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy(2021)65 cited
- → Anion order in oxysulfide perovskites: origins and implications(2020)55 cited
- → Physics makes the difference: Bayesian optimization and active learning via augmented Gaussian process(2022)51 cited
- → Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscopy(2022)45 cited
- → Assessment of machine learning approaches for predicting the crystallization propensity of active pharmaceutical ingredients(2018)38 cited
- → Stress and Curvature Effects in Layered 2D Ferroelectric CuInP2S6(2023)28 cited