Euler Characteristic Surfaces enable the first quantitative definition of churn flow and an unsupervised correction showing the slug/churn transition occurs 3.81 m/s higher than the Wu 2017 map in small-diameter pipes.
Interpretable classification of time series using euler characteristic surfaces
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Topological Characterization of Churn Flow and Unsupervised Correction to the Wu Flow-Regime Map in Small-Diameter Vertical Pipes
Euler Characteristic Surfaces enable the first quantitative definition of churn flow and an unsupervised correction showing the slug/churn transition occurs 3.81 m/s higher than the Wu 2017 map in small-diameter pipes.