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Ayana Ghosh
Ayana Ghosh
Oak Ridge National Laboratory
Deep learning
Artificial intelligence
Polarization (waves)
Scanning transmission electron microscopy
Molecular dynamics
5
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3
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Deep learning ferroelectric polarization distributions from STEM data via with and without atom finding
2021
Christopher T. Nelson
Ayana Ghosh
Mark P. Oxley
Xiaohang Zhang
Maxim Ziatdinov
Ichiro Takeuchi
Sergei V. Kalinin
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Bridging microscopy with molecular dynamics and quantum simulations: An AtomAI based pipeline
2021
arXiv: Data Analysis, Statistics and Probability
Ayana Ghosh
Maxim Ziatdinov
Ondrej Dyck
Bobby G. Sumpter
Sergei V. Kalinin
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Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy
2021
Ayana Ghosh
Bobby G. Sumpter
Ondrej Dyck
Sergei V. Kalinin
Maxim Ziatdinov
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Exploring electron beam induced atomic assembly via reinforcement learning in a molecular dynamics environment.
2021
Nanotechnology
Rama K. Vasudevan
Ayana Ghosh
Maxim Ziatdinov
Sergei V. Kalinin
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Direct mapping of polarization fields from STEM images: A Deep Learning based exploration of ferroelectrics
2021
Microscopy and Microanalysis
Ayana Ghosh
Christopher T. Nelson
Mark P. Oxley
Xiaohang Zhang
Maxim Ziatdinov
Ichiro Takeuchi
Sergei V. Kalinin
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