Flow estimation solely from image data through persistent homology analysis
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-97222-6
Abstract: Topological data analysis is an emerging concept of data analysis for characterizing shapes. A state-of-the-art tool in topological data analysis is persistent homology, which is expected to summarize quantified topological and geometric features. Although persistent… read more here.
Keywords: persistent homology; image data; homology; homology analysis ... See more keywords
Persistent homology analysis of craze formation.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.95.012504
Abstract: We apply a persistent homology analysis to investigate the behavior of nanovoids during the crazing process of glassy polymers. We carry out a coarse-grained molecular dynamics simulation of the uniaxial deformation of an amorphous polymer… read more here.
Keywords: persistent homology; craze formation; homology; homology analysis ... See more keywords
Detecting phishing webpages via homology analysis of webpage structure
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.868
Abstract: Phishing webpages are often generated by phishing kits or evolved from existing kits. Therefore, the homology analysis of phishing webpages can help curb the proliferation of phishing webpages from the source. Based on the observation… read more here.
Keywords: webpages tested; structure; homology analysis; phishing webpages ... See more keywords