{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T17:05:56Z","timestamp":1765040756749,"version":"build-2065373602"},"reference-count":45,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2017,8,1]],"date-time":"2017-08-01T00:00:00Z","timestamp":1501545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100006602","name":"Air Force Research Laboratory","doi-asserted-by":"publisher","award":["FA8750-11-12-0275","FA8750-11-2-0089","FA8750-15-2-0047"],"award-info":[{"award-number":["FA8750-11-12-0275","FA8750-11-2-0089","FA8750-15-2-0047"]}],"id":[{"id":"10.13039\/100006602","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["NSF-DMS-0835621, 0915019, 1125174, 1248071"],"award-info":[{"award-number":["NSF-DMS-0835621, 0915019, 1125174, 1248071"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["DSO-FA9550-12-1-0416"],"award-info":[{"award-number":["DSO-FA9550-12-1-0416"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Axioms"],"abstract":"<jats:p>We implement methods from computational homology to obtain a topological signal of singularity formation in a selection of geometries evolved numerically by Ricci flow. Our approach, based on persistent homology, produces precise, quantitative measures describing the behavior of an entire collection of data across a discrete sample of times. We analyze the topological signals of geometric criticality obtained numerically from the application of persistent homology to models manifesting singularities under Ricci flow. The results we obtain for these numerical models suggest that the topological signals distinguish global singularity formation (collapse to a round point) from local singularity formation (neckpinch). Finally, we discuss the interpretation and implication of these results and future applications.<\/jats:p>","DOI":"10.3390\/axioms6030024","type":"journal-article","created":{"date-parts":[[2017,8,1]],"date-time":"2017-08-01T08:17:47Z","timestamp":1501575467000},"page":"24","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Topological Signals of Singularities in Ricci Flow"],"prefix":"10.3390","volume":"6","author":[{"given":"Paul","family":"Alsing","sequence":"first","affiliation":[{"name":"Air Force Research Laboratory, Information Directorate, Rome, NY 13441, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Howard","family":"Blair","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY 13244, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Corne","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Statistics, and Computer Science, University of Wisconsin-Stout, Menomonie, WI 54751, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gordon","family":"Jones","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, Syracuse University, Syracuse, NY 13244, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Warner","family":"Miller","sequence":"additional","affiliation":[{"name":"Department of Physics, Florida Atlantic University, Boca Raton, FL 33431, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Konstantin","family":"Mischaikow","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Rutgers University, Piscataway, NJ 08854, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vidit","family":"Nanda","sequence":"additional","affiliation":[{"name":"Department of Mathematics, University of Pennsylvania, Philadelphia, PA 19104, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2017,8,1]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"255","DOI":"10.4310\/jdg\/1214436922","article-title":"Three manifolds with positive Ricci curvature","volume":"17","author":"Hamilton","year":"1982","journal-title":"J. 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