You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: pipeline/processors/tda.md
+3-3Lines changed: 3 additions & 3 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -176,7 +176,7 @@ Some practical patterns:
176
176
177
177
In the sample output, as the HTTP output oscillates between success and various `Connection refused` / `broken connection` errors, `fluentbit_tda_betti1` and `fluentbit_tda_betti2` grow from small values to larger plateaus (e.g., Betti₁ around 10–13, Betti₂ around 1–2) while Betti₀ also increases. This is a direct signature of a **phase transition** from a stable regime to one with persistent, intermittent instability.
178
178
179
-
These interpretations are consistent with results from condensed matter physics and dynamical systems, where persistent homology has been used to detect phase transitions and changes in underlying order purely from data [1][2].
179
+
These interpretations are consistent with results from condensed matter physics and dynamical systems, where persistent homology has been used to detect phase transitions and changes in underlying order purely from data (References 1 and 2).
180
180
181
181
---
182
182
@@ -279,5 +279,5 @@ Because the plugin operates on an arbitrary selection of metrics (chosen upstrea
279
279
280
280
## References
281
281
282
-
1. I. Donato, M. Gori, A. Sarti, “Persistent homology analysis of phase transitions,” *Physical Review E*, 93, 052138, 2016.
283
-
2. F. Takens, “Detecting strange attractors in turbulence,” in D. Rand and L.-S. Young (eds.), *Dynamical Systems and Turbulence*, Lecture Notes in Mathematics, vol. 898, Springer, 1981, pp. 366–381.
282
+
1. I. Donato, M. Gori, A. Sarti, “Persistent homology analysis of phase transitions,” _Physical Review E_, 93, 052138, 2016.
283
+
2. F. Takens, “Detecting strange attractors in turbulence,” in D. Rand and L.-S. Young (eds.), _Dynamical Systems and Turbulence_, Lecture Notes in Mathematics, vol. 898, Springer, 1981, pp. 366–381.
0 commit comments