A deep learning approach to identify local structures in atomic‐resolution transmission electron microscopy images

J Madsen, P Liu, J Kling, JB Wagner… - Advanced Theory …, 2018 - Wiley Online Library
Recording atomic‐resolution transmission electron microscopy (TEM) images is becoming
increasingly routine. A new bottleneck is then analyzing this information, which often …

Patched Green's function techniques for two-dimensional systems: Electronic behavior of bubbles and perforations in graphene

M Settnes, SR Power, J Lin, DH Petersen, AP Jauho - Physical Review B, 2015 - APS
We present a numerically efficient technique to evaluate the Green's function for extended
two-dimensional systems without relying on periodic boundary conditions. Different regions …

Nafion induced surface confinement of oxygen in carbon-supported oxygen reduction catalysts

J Chlistunoff, JM Sansiñena - The Journal of Physical Chemistry C, 2016 - ACS Publications
Surface confinement of oxygen inside layers of Nafion self-assembled on carbon-supported
oxygen reduction reaction (ORR) catalysts was studied. It is demonstrated that oxygen …

Structure identification in high-resolution transmission electron microscopic images: An example on graphene

JS Vestergaard, J Kling, AB Dahl… - Microscopy and …, 2014 - academic.oup.com
A connection between microscopic structure and macroscopic properties is expected for
almost all material systems. High-resolution transmission electron microscopy is a technique …

Leveraging Subject Matter Expertise to Optimize Machine Learning Techniques for Air and Space Applications

PY Cho - 2022 - scholar.afit.edu
We develop new machine learning and statistical methods that are tailored for Air and
Space applications through the incorporation of subject matter expertise. In particular, we …

Theory of dual probes on graphene structures

M Settnes - 2015 - orbit.dtu.dk
This thesis concerns the development of theoretical and computational methods for
multiprobe systems and their application to nanostructured graphene. Recent experimental …