Accurate quantification of dislocation loops in complex functional alloys enabled by deep learning image analysis
In-depth statistics of individual defects observed during transmission electron microscopy
(TEM) experiments are essential for the thorough characterization of materials. In this study …
(TEM) experiments are essential for the thorough characterization of materials. In this study …
Pre-trained artificial intelligence-aided analysis of nanoparticles using the segment anything model
GAA Monteiro, BAA Monteiro, JA Dos Santos… - Scientific Reports, 2025 - nature.com
Complex structures can be understood as compositions of smaller, more basic elements.
The characterization of these structures requires an analysis of their constituents and their …
The characterization of these structures requires an analysis of their constituents and their …
Image-Based Fracture Surface Defect Characterization Methods for Additively Manufactured Ti-6Al-4V Tested in Fatigue
Fatigue initiation in additively manufactured samples/parts often occurs at processed-
induced defects such as lack-of-fusion (LoF), keyhole, or other morphological/microstructural …
induced defects such as lack-of-fusion (LoF), keyhole, or other morphological/microstructural …
Predicting Performance of Object Detection Models in Electron Microscopy Using Random Forests
Quantifying prediction uncertainty when applying object detection models to new, unlabeled
datasets is critical in applied machine learning. This study introduces an approach to …
datasets is critical in applied machine learning. This study introduces an approach to …
Pre-trained artificial intelligence-aided analysis of nanoparticles using the segment anything model
G Alemao Monteiro, BA Alemao Monteiro… - 2025 - kops.uni-konstanz.de
Complex structures can be understood as compositions of smaller, more basic elements.
The characterization of these structures requires an analysis of their constituents and their …
The characterization of these structures requires an analysis of their constituents and their …