Ayana Ghosh

AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy

Maxim Ziatdinov, Ayana Ghosh, Chun Yin Wong et al. · Nature Machine Intelligence · 2022 · 111 citations · Full text

Atomai Framework, Electron Microscopy, Physics +11

Machine learning for automated experimentation in scanning transmission electron microscopy

Sergei V. Kalinin, Debangshu Mukherjee, Kevin M. Roccapriore et al. · npj Computational Materials · 2023 · 80 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Electronic and Magnetic Properties of Lanthanum and Strontium Doped Bismuth Ferrite: A First-Principles Study

Ayana Ghosh, Dennis Trujillo, Hongchul Choi et al. · Scientific Reports · 2019 · 67 citations · Full text

Ensemble learning-iterative training machine learning for uncertainty quantification and automated experiment in atom-resolved microscopy

Ayana Ghosh, Bobby G. Sumpter, Ondrej Dyck et al. · npj Computational Materials · 2021 · 64 citations · Full text

Anion order in oxysulfide perovskites: origins and implications

Ghanshyam Pilania, Ayana Ghosh, Steven Hartman et al. · npj Computational Materials · 2020 · 54 citations · Full text