Christina Doty

Machine learning for automated experimentation in scanning transmission electron microscopy

Sergei V. Kalinin, Debangshu Mukherjee, Kevin M. Roccapriore et al. · npj Computational Materials · 2023 · 92 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Design of a graphical user interface for few-shot machine learning classification of electron microscopy data

Christina Doty, Shaun Gallagher, Wenqi Cui et al. · Computational Materials Science · 2022 · 24 citations · Full text

Computing, Computer Science, Visualization +13

Forecasting of in situ electron energy loss spectroscopy

Nicholas Lewis, Yicheng Jin, Xiuyu Tang et al. · npj Computational Materials · 2022 · 17 citations · Full text

Computing, Computer Science, Materials Science +13

SAM-I-Am: Semantic boosting for zero-shot atomic-scale electron micrograph segmentation

Waqwoya Abebe, J. Strube, Luanzheng Guo et al. · Computational Materials Science · 2024 · 11 citations · Full text

Computing, Materials Science, Physics +14