Maxim Ziatdinov
Oak Ridge National Laboratory(US)Pacific Northwest 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, Force Microscopy Techniques and Applications, Electronic and Structural Properties of Oxides
Most-Cited Works
- → Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations(2017)409 cited
- → Materials science in the artificial intelligence age: high-throughput library generation, machine learning, and a pathway from correlations to the underpinning physics(2019)178 cited
- → Machine learning in scanning transmission electron microscopy(2022)153 cited
- → Chemical Robotics Enabled Exploration of Stability in Multicomponent Lead Halide Perovskites via Machine Learning(2020)134 cited
- → Automated and Autonomous Experiments in Electron and Scanning Probe Microscopy(2021)133 cited
- → Atom-by-atom fabrication with electron beams(2019)119 cited