most citedTowards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows

12 citations · 12 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.mtrl-sci2022

Correlating Local Chemical and Structural Order Using Geographic Information Systems-Based Spatial Statistics

Michael Xu, Abinash Kumar, James M. LeBeau

Analysis of nanoscale short-range chemical and/or structural order via (scanning) transmission electron microscopy (S/TEM) imaging is fundamentally limited by projection of the thr…

physics.ins-det2022★ 12 cited

Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows

Michael Xu, Abinash Kumar, James M. LeBeau

Here, we report a case study implementation of reinforcement learning (RL) to automate operations in the scanning transmission electron microscopy (STEM) workflow. To do so, we des…