Materials Science | Mechanical Engineering Separation of Damage Mechanisms in Full Forward Rod Extruded Case-Hardening Steel 16MnCrS5 Using 3D Image Segmentation. June 27, 2024
Catalysis | Chemical Engineering | Materials Science Atomic-Scale 3D Structure of a Supported Pd Nanoparticle Revealed by Electron Tomography with Convolution Neural Network-Based Image Inpainting. December 3, 2023
Machine Learning | Materials Science Benchmark Tests of Atom Segmentation Deep Learning Models with a Consistent Dataset. September 25, 2023
Chemical Engineering | Materials Science Quantifying Atomically Dispersed Catalysts Using Deep Learning Assisted Microscopy. August 11, 2023
Materials Science | Nanotechnology | Physics Physics Discovery in Nanoplasmonic Systems via Autonomous Experiments in Scanning Transmission Electron Microscopy. November 7, 2022
Chemistry | Materials Science Probing Electron Beam Induced Transformations on a Single-Defect Level via Automated Scanning Transmission Electron Microscopy. October 26, 2022
Electron Microscopy | Materials Science Deep learning-based noise filtering toward millisecond order imaging by using scanning transmission electron microscopy. August 5, 2022
Other STEM Image Analysis Based on Deep Learning: Identification of Vacancy Defects and Polymorphs of MoS. June 8, 2022
Other In Situ Scanning Transmission Electron Microscopy Study of MoS Formation on Graphene with a Deep-Learning Framework. September 2, 2021
Other TEMImageNet training library and AtomSegNet deep-learning models for high-precision atom segmentation, localization, denoising, and deblurring of atomic-resolution images. March 9, 2021
Electron Microscopy | Materials Science | Nanotechnology Noise2Atom: unsupervised denoising for scanning transmission electron microscopy images. February 13, 2021