---
OA_place: repository
OA_type: green
_id: '21056'
abstract:
- lang: eng
  text: "In this work, we introduce and study what we believe is an intriguing, and,
    to the best of our knowledge, previously unknown connection between two fundamental
    areas in computational topology, namely topological data analysis (TDA) and knot
    theory. Given a function from a topological space to ℝ, TDA provides tools to
    simplify and study the importance of topological features: in particular, the
    \U0001D459^\U0001D461⁢ℎ-dimensional persistence diagram encodes the topological
    changes (or \U0001D459-homology) in the sublevel set as the function value increases
    into a set of points in the plane. Given a continuous one parameter family of
    such functions, we can combine the persistence diagrams into an object known as
    a vineyard, which tracks the evolution of points in the persistence diagram as
    the function changes. If we further restrict that family of functions to be periodic,
    we identify the two ends of the vineyard, yielding a closed vineyard. This allows
    the study of monodromy, which in this context means that following the family
    of functions for a period permutes the set of points in a non-trivial way. Recent
    work has studied monodromy in the directional persistent homology transform, demonstrating
    some interesting connections between an input shape and monodromy in the persistent
    homology transform for 0-dimensional homology embedded in ℝ^2.\r\nIn this work,
    given a link and a value \U0001D459, we construct a topological space (based on
    the given link) and periodic family of functions on this space (based on the Euclidean
    distance function), such that the closed \U0001D459-vineyard contains this link.
    This shows that vineyards are topologically as rich as one could possibly hope,
    suggesting many future directions of work. Importantly, it has at least two immediate
    consequences we explicitly point out:\r\n1.\tMonodromy of any periodicity can
    occur in a \U0001D459-vineyard for any \U0001D459. This answers a variant of a
    question by Arya and collaborators. To exhibit this as a consequence of our first
    main result we also reformulate monodromy in a more geometric way, which may be
    of interest in itself.\r\n2.\tTopologically distinguishing closed vineyards is
    likely to be difficult (from a complexity theory as well as from a practical perspective)
    because of the difficulty of knot and link recognition, which have strong connections
    to many NP-hard problems."
acknowledgement: We thank the reviewers for both SODA and ATMCS for their comments,
  whichimproved the exposition. We thank Kate Turner for discussion and Clément Maria
  for pointing out thatAlexander’s theorem was already (well) known. Mathijs Wintraecken
  would like to express his gratitude tothe administrative support he received from
  University of Notre Dame during his visit and from Sophie Honnoratand Stephanie
  Verdonck at Inria in general.This work has been supported by the ANR grant StratMesh,
  ANR-24-CE48-1899, by NSF award 2444309, andthe welcome package from IDEX of the
  Université Côte d’Azur, ANR-15-IDEX-01.
article_processing_charge: No
arxiv: 1
author:
- first_name: Erin W.
  full_name: Chambers, Erin W.
  last_name: Chambers
- first_name: Christopher D
  full_name: Fillmore, Christopher D
  id: 35638A5C-AAC7-11E9-B0BF-5503E6697425
  last_name: Fillmore
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Chambers EW, Fillmore CD, Stephenson ER, Wintraecken M. Braiding Vineyards.
    In: Green Larsen K, Saha B, eds. <i>Proceedings of the 2026 Annual ACM-SIAM Symposium
    on Discrete Algorithms</i>. Philadelphia, PA, United States: Society for Industrial
    and Applied Mathematics; 2026:6240-6263. doi:<a href="https://doi.org/10.1137/1.9781611978971.225">10.1137/1.9781611978971.225</a>'
  apa: 'Chambers, E. W., Fillmore, C. D., Stephenson, E. R., &#38; Wintraecken, M.
    (2026). Braiding Vineyards. In K. Green Larsen &#38; B. Saha (Eds.), <i>Proceedings
    of the 2026 Annual ACM-SIAM Symposium on Discrete Algorithms</i> (pp. 6240–6263).
    Philadelphia, PA, United States: Society for Industrial and Applied Mathematics.
    <a href="https://doi.org/10.1137/1.9781611978971.225">https://doi.org/10.1137/1.9781611978971.225</a>'
  chicago: 'Chambers, Erin W., Christopher D Fillmore, Elizabeth R Stephenson, and
    Mathijs Wintraecken. “Braiding Vineyards.” In <i>Proceedings of the 2026 Annual
    ACM-SIAM Symposium on Discrete Algorithms</i>, edited by Kasper Green Larsen and
    Barna Saha, 6240–63. Philadelphia, PA, United States: Society for Industrial and
    Applied Mathematics, 2026. <a href="https://doi.org/10.1137/1.9781611978971.225">https://doi.org/10.1137/1.9781611978971.225</a>.'
  ieee: 'E. W. Chambers, C. D. Fillmore, E. R. Stephenson, and M. Wintraecken, “Braiding
    Vineyards,” in <i>Proceedings of the 2026 Annual ACM-SIAM Symposium on Discrete
    Algorithms</i>, K. Green Larsen and B. Saha, Eds. Philadelphia, PA, United States:
    Society for Industrial and Applied Mathematics, 2026, pp. 6240–6263.'
  ista: 'Chambers EW, Fillmore CD, Stephenson ER, Wintraecken M. 2026.Braiding Vineyards.
    In: Proceedings of the 2026 Annual ACM-SIAM Symposium on Discrete Algorithms.
    , 6240–6263.'
  mla: Chambers, Erin W., et al. “Braiding Vineyards.” <i>Proceedings of the 2026
    Annual ACM-SIAM Symposium on Discrete Algorithms</i>, edited by Kasper Green Larsen
    and Barna Saha, Society for Industrial and Applied Mathematics, 2026, pp. 6240–63,
    doi:<a href="https://doi.org/10.1137/1.9781611978971.225">10.1137/1.9781611978971.225</a>.
  short: E.W. Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, in:, K. Green
    Larsen, B. Saha (Eds.), Proceedings of the 2026 Annual ACM-SIAM Symposium on Discrete
    Algorithms, Society for Industrial and Applied Mathematics, Philadelphia, PA,
    United States, 2026, pp. 6240–6263.
date_created: 2026-01-28T12:58:16Z
date_published: 2026-01-07T00:00:00Z
date_updated: 2026-02-16T08:06:23Z
day: '07'
department:
- _id: HeEd
doi: 10.1137/1.9781611978971.225
editor:
- first_name: Kasper
  full_name: Green Larsen, Kasper
  last_name: Green Larsen
- first_name: Barna
  full_name: Saha, Barna
  last_name: Saha
external_id:
  arxiv:
  - '2504.11203'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2504.11203
month: '01'
oa: 1
oa_version: Preprint
page: 6240-6263
place: Philadelphia, PA, United States
publication: Proceedings of the 2026 Annual ACM-SIAM Symposium on Discrete Algorithms
publication_identifier:
  eisbn:
  - '9781611978971'
publication_status: published
publisher: Society for Industrial and Applied Mathematics
quality_controlled: '1'
related_material:
  record:
  - id: '21051'
    relation: earlier_version
    status: public
status: public
title: Braiding Vineyards
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
OA_place: repository
_id: '21051'
abstract:
- lang: eng
  text: 'In this work, we introduce and study what we believe is an intriguing and,
    to the best of our knowledge, previously unknown connection between two areas
    in computational topology, topological data analysis (TDA) and knot theory. Given
    a function from a topological space to $\mathbb{R}$, TDA provides tools to simplify
    and study the importance of topological features: in particular, the $l^{th}$-dimensional
    persistence diagram encodes the $l$-homology in the sublevel set as the function
    value increases as a set of points in the plane. Given a continuous one-parameter
    family of such functions, we can combine the persistence diagrams into an object
    known as a vineyard, which track the evolution of points in the persistence diagram.
    If we further restrict that family of functions to be periodic, we identify the
    two ends of the vineyard, yielding a closed vineyard. This allows the study of
    monodromy, which in this context means that following the family of functions
    for a period permutes the set of points in a non-trivial way. In this work, given
    a link and value $l$, we construct a topological space and periodic family of
    functions such that the closed $l$-vineyard contains this link. This shows that
    vineyards are topologically as rich as one could possibly hope. Importantly, it
    has at least two immediate consequences: First, monodromy of any periodicity can
    occur in a $l$-vineyard, answering a variant of a question by [Arya et al 2024].
    To exhibit this, we also reformulate monodromy in a more geometric way, which
    may be of interest in itself. Second, distinguishing vineyards is likely to be
    difficult given the known difficulty of knot and link recognition, which have
    strong connections to many NP-hard problems.'
article_processing_charge: No
arxiv: 1
author:
- first_name: Erin
  full_name: ' Chambers, Erin'
  last_name: ' Chambers'
- first_name: Christopher D
  full_name: Fillmore, Christopher D
  id: 35638A5C-AAC7-11E9-B0BF-5503E6697425
  last_name: Fillmore
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Chambers E, Fillmore CD, Stephenson ER, Wintraecken M. Braiding vineyards.
    <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/ARXIV.2504.11203">10.48550/ARXIV.2504.11203</a>
  apa: Chambers, E., Fillmore, C. D., Stephenson, E. R., &#38; Wintraecken, M. (n.d.).
    Braiding vineyards. <i>arXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2504.11203">https://doi.org/10.48550/ARXIV.2504.11203</a>
  chicago: Chambers, Erin, Christopher D Fillmore, Elizabeth R Stephenson, and Mathijs
    Wintraecken. “Braiding Vineyards.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/ARXIV.2504.11203">https://doi.org/10.48550/ARXIV.2504.11203</a>.
  ieee: E.  Chambers, C. D. Fillmore, E. R. Stephenson, and M. Wintraecken, “Braiding
    vineyards,” <i>arXiv</i>. .
  ista: Chambers E, Fillmore CD, Stephenson ER, Wintraecken M. Braiding vineyards.
    arXiv, <a href="https://doi.org/10.48550/ARXIV.2504.11203">10.48550/ARXIV.2504.11203</a>.
  mla: Chambers, Erin, et al. “Braiding Vineyards.” <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/ARXIV.2504.11203">10.48550/ARXIV.2504.11203</a>.
  short: E.  Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, ArXiv (n.d.).
corr_author: '1'
date_created: 2026-01-27T14:41:44Z
date_published: 2026-01-02T00:00:00Z
date_updated: 2026-04-07T11:42:48Z
day: '02'
department:
- _id: HeEd
doi: 10.48550/ARXIV.2504.11203
external_id:
  arxiv:
  - '2504.11203'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2504.11203
month: '01'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: draft
related_material:
  record:
  - id: '21056'
    relation: later_version
    status: public
  - id: '21021'
    relation: dissertation_contains
    status: public
status: public
title: Braiding vineyards
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20260'
abstract:
- lang: eng
  text: The medial axis of a set consists of the points in the ambient space without
    a unique closest point in the original set. Since its introduction, the medial
    axis has been used extensively in many applications as a method of computing a
    skeleton topologically equivalent to the original set. Unfortunately, one limiting
    factor in the use of the medial axis of a smooth manifold is that it is not necessarily
    topologically stable under small perturbations of the manifold. To counter these
    instabilities, various prunings of the medial axis have been proposed in the computational
    geometry community. Here, we examine one type of pruning, called burning. Because
    of the good experimental results it was hoped that the burning method of simplifying
    the medial axis would be stable. In this work, we show a simple example that dashes
    such hopes. Based on Bing’s house with two rooms, we demonstrate an isotopy of
    a shape where the medial axis goes from collapsible to non-collapsible. More precisely,
    we consider the standard deformation retract from the closed ball to Bing’s house
    with two rooms, but stop just short of the point where Bing’s house becomes two
    dimensional. This way we obtain an isotopy from the 3-ball to a thickened version
    of Bing’s house. Under this isotopy, the medial axis goes from collapsible to
    non-collapsible. We stress that this isotopy can be made generic, in the sense
    of singularity theory, as developed by Arnol’d and Thom.
acknowledgement: "We thank André Lieutier, David Letscher, Ellen Gasparovic, Kathryn
  Leonard, and Tao Ju for early discussions on this work. We also thank Lu Liu, Yajie
  Yan, and Tao Ju for sharing code to generate the examples. We further thank Abigail
  Thompson for discussion on the conjecture and James Damon for sharing his insight
  in singularity theory. We thank the reviewers for their detailed reviews, which
  helped to improve the exposition.\r\nOpen access funding provided by Institute of
  Science and Technology (IST Austria). Partially supported by the DFG Collaborative
  Research Center TRR 109, ‘Discretization in Geometry and Dynamics’ and the European
  Research Council (ERC), grant no. 788183, ‘Alpha Shape Theory Extended’. The first
  author was supported in part by the National Science Foundation through grants DBI-1759807,
  CCF-1907612, and CCF-2444309. The fourth author was supported by the European Union’s
  Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie
  grant agreement No. 754411, the Austrian science fund (FWF) M-3073, ANR grant StratMesh,
  ANR-24-CE48-1899, and the welcome package from IDEX of the Université Côte d’Azur,
  ANR-15-IDEX-01."
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Erin Wolf
  full_name: Chambers, Erin Wolf
  last_name: Chambers
- first_name: Christopher D
  full_name: Fillmore, Christopher D
  id: 35638A5C-AAC7-11E9-B0BF-5503E6697425
  last_name: Fillmore
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Chambers EW, Fillmore CD, Stephenson ER, Wintraecken M. Burning or collapsing
    the medial axis is unstable. <i>La Matematica</i>. 2025;4:811-828. doi:<a href="https://doi.org/10.1007/s44007-025-00170-0">10.1007/s44007-025-00170-0</a>
  apa: Chambers, E. W., Fillmore, C. D., Stephenson, E. R., &#38; Wintraecken, M.
    (2025). Burning or collapsing the medial axis is unstable. <i>La Matematica</i>.
    Springer Nature. <a href="https://doi.org/10.1007/s44007-025-00170-0">https://doi.org/10.1007/s44007-025-00170-0</a>
  chicago: Chambers, Erin Wolf, Christopher D Fillmore, Elizabeth R Stephenson, and
    Mathijs Wintraecken. “Burning or Collapsing the Medial Axis Is Unstable.” <i>La
    Matematica</i>. Springer Nature, 2025. <a href="https://doi.org/10.1007/s44007-025-00170-0">https://doi.org/10.1007/s44007-025-00170-0</a>.
  ieee: E. W. Chambers, C. D. Fillmore, E. R. Stephenson, and M. Wintraecken, “Burning
    or collapsing the medial axis is unstable,” <i>La Matematica</i>, vol. 4. Springer
    Nature, pp. 811–828, 2025.
  ista: Chambers EW, Fillmore CD, Stephenson ER, Wintraecken M. 2025. Burning or collapsing
    the medial axis is unstable. La Matematica. 4, 811–828.
  mla: Chambers, Erin Wolf, et al. “Burning or Collapsing the Medial Axis Is Unstable.”
    <i>La Matematica</i>, vol. 4, Springer Nature, 2025, pp. 811–28, doi:<a href="https://doi.org/10.1007/s44007-025-00170-0">10.1007/s44007-025-00170-0</a>.
  short: E.W. Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, La Matematica
    4 (2025) 811–828.
corr_author: '1'
date_created: 2025-08-31T22:01:33Z
date_published: 2025-12-01T00:00:00Z
date_updated: 2026-04-07T11:42:48Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.1007/s44007-025-00170-0
ec_funded: 1
file:
- access_level: open_access
  checksum: e2043259194bfcdf3d74c4da8a5a853f
  content_type: application/pdf
  creator: dernst
  date_created: 2025-12-30T07:52:58Z
  date_updated: 2025-12-30T07:52:58Z
  file_id: '20885'
  file_name: 2025_LaMatematica_Chambers.pdf
  file_size: 2678640
  relation: main_file
  success: 1
file_date_updated: 2025-12-30T07:52:58Z
has_accepted_license: '1'
intvolume: '         4'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: 811-828
project:
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: La Matematica
publication_identifier:
  eissn:
  - 2730-9657
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '21021'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Burning or collapsing the medial axis is unstable
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 4
year: '2025'
...
---
_id: '18097'
abstract:
- lang: eng
  text: "In our companion paper \"Tight bounds for the learning of homotopy à la Niyogi,
    Smale, and Weinberger for subsets of Euclidean spaces and of Riemannian manifolds\"
    we gave optimal bounds (in terms of the two one-sided Hausdorff distances) on
    a sample P of an input shape \U0001D4AE (either manifold or general set with positive
    reach) such that one can infer the homotopy of \U0001D4AE from the union of balls
    with some radius centred at P, both in Euclidean space and in a Riemannian manifold
    of bounded curvature. The construction showing the optimality of the bounds is
    not straightforward. The purpose of this video is to visualize and thus elucidate
    said construction in the Euclidean setting."
acknowledgement: "This research has been supported by the European Research Council
  (ERC), grant No. 788183, by the Wittgenstein Prize, Austrian Science Fund (FWF),
  grant No. Z 342-N31, and by the DFG Collaborative Research Center TRR 109, Austrian
  Science Fund (FWF), grant No. I02979-N35. Mathijs Wintraecken: Supported by the
  European Union’s Horizon 2020 research and innovation programme under the Marie
  Skłodowska-Curie grant agreement No. 754411, the Austrian science fund (FWF) grant
  No. M-3073, and the welcome package from IDEX of the Université Côte d’Azur.\r\nWe
  thank Jean-Daniel Boissonnat, Herbert Edelsbrunner, and Mariette Yvinec for discussion."
alternative_title:
- LIPIcs
article_number: '87'
article_processing_charge: Yes
author:
- first_name: Dominique
  full_name: Attali, Dominique
  last_name: Attali
- first_name: Hana
  full_name: Kourimska, Hana
  id: D9B8E14C-3C26-11EA-98F5-1F833DDC885E
  last_name: Kourimska
  orcid: 0000-0001-7841-0091
- first_name: Christopher D
  full_name: Fillmore, Christopher D
  id: 35638A5C-AAC7-11E9-B0BF-5503E6697425
  last_name: Fillmore
- first_name: Ishika
  full_name: Ghosh, Ishika
  id: ee449b28-344d-11ef-a6d5-9ca430e9e9ff
  last_name: Ghosh
- first_name: Andre
  full_name: Lieutier, Andre
  last_name: Lieutier
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Attali D, Kourimska H, Fillmore CD, et al. The ultimate frontier: An optimality
    construction for homotopy inference (media exposition). In: <i>40th International
    Symposium on Computational Geometry</i>. Vol 293. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik; 2024. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.87">10.4230/LIPIcs.SoCG.2024.87</a>'
  apa: 'Attali, D., Kourimska, H., Fillmore, C. D., Ghosh, I., Lieutier, A., Stephenson,
    E. R., &#38; Wintraecken, M. (2024). The ultimate frontier: An optimality construction
    for homotopy inference (media exposition). In <i>40th International Symposium
    on Computational Geometry</i> (Vol. 293). Athens, Greece: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.87">https://doi.org/10.4230/LIPIcs.SoCG.2024.87</a>'
  chicago: 'Attali, Dominique, Hana Kourimska, Christopher D Fillmore, Ishika Ghosh,
    Andre Lieutier, Elizabeth R Stephenson, and Mathijs Wintraecken. “The Ultimate
    Frontier: An Optimality Construction for Homotopy Inference (Media Exposition).”
    In <i>40th International Symposium on Computational Geometry</i>, Vol. 293. Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2024. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.87">https://doi.org/10.4230/LIPIcs.SoCG.2024.87</a>.'
  ieee: 'D. Attali <i>et al.</i>, “The ultimate frontier: An optimality construction
    for homotopy inference (media exposition),” in <i>40th International Symposium
    on Computational Geometry</i>, Athens, Greece, 2024, vol. 293.'
  ista: 'Attali D, Kourimska H, Fillmore CD, Ghosh I, Lieutier A, Stephenson ER, Wintraecken
    M. 2024. The ultimate frontier: An optimality construction for homotopy inference
    (media exposition). 40th International Symposium on Computational Geometry. SoCG:
    Symposium on Computational Geometry, LIPIcs, vol. 293, 87.'
  mla: 'Attali, Dominique, et al. “The Ultimate Frontier: An Optimality Construction
    for Homotopy Inference (Media Exposition).” <i>40th International Symposium on
    Computational Geometry</i>, vol. 293, 87, Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2024, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.87">10.4230/LIPIcs.SoCG.2024.87</a>.'
  short: D. Attali, H. Kourimska, C.D. Fillmore, I. Ghosh, A. Lieutier, E.R. Stephenson,
    M. Wintraecken, in:, 40th International Symposium on Computational Geometry, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
conference:
  end_date: 2024-06-14
  location: Athens, Greece
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2024-06-11
corr_author: '1'
date_created: 2024-09-19T10:29:48Z
date_published: 2024-06-06T00:00:00Z
date_updated: 2025-04-15T07:16:58Z
day: '06'
ddc:
- '000'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2024.87
ec_funded: 1
file:
- access_level: open_access
  checksum: 9355c2e60b8ec285e1b22719c5b73f1a
  content_type: application/pdf
  creator: dernst
  date_created: 2024-09-19T10:30:37Z
  date_updated: 2024-09-19T10:30:37Z
  file_id: '18098'
  file_name: 2024_LIPICs_Attali.pdf
  file_size: 3507177
  relation: main_file
  success: 1
file_date_updated: 2024-09-19T10:30:37Z
has_accepted_license: '1'
intvolume: '       293'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
- _id: 2561EBF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I02979-N35
  name: Persistence and stability of geometric complexes
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: 40th International Symposium on Computational Geometry
publication_identifier:
  isbn:
  - '9783959773164'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
status: public
title: 'The ultimate frontier: An optimality construction for homotopy inference (media
  exposition)'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 293
year: '2024'
...
---
_id: '17144'
abstract:
- lang: eng
  text: "We prove that the medial axis of closed sets is Hausdorff stable in the following
    sense: Let \U0001D4AE ⊆ ℝ^d be a fixed closed set that contains a bounding sphere.
    That is, the bounding sphere is part of the set \U0001D4AE. Consider the space
    of C^{1,1} diffeomorphisms of ℝ^d to itself, which keep the bounding sphere invariant.
    The map from this space of diffeomorphisms (endowed with a Banach norm) to the
    space of closed subsets of ℝ^d (endowed with the Hausdorff distance), mapping
    a diffeomorphism F to the closure of the medial axis of F(\U0001D4AE), is Lipschitz.
    This extends a previous stability result of Chazal and Soufflet on the stability
    of the medial axis of C² manifolds under C² ambient diffeomorphisms."
acknowledgement: "This research has been supported by the European Research Council
  (ERC), grant No. 788183, by the Wittgenstein Prize, Austrian Science Fund (FWF),
  grant No. Z 342-N31, and by the DFG Collaborative Research Center TRR 109, Austrian
  Science Fund (FWF), grant No. I 02979-N35.\r\nSupported by the European Union’s
  Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie
  grant agreement No. 754411, the Austrian science fund (FWF) grant No. M-3073, and
  the welcome package from IDEX of the Université Cô d'Azur.\r\nWe are greatly indebted
  to Fred Chazal for sharing his insights. We further thank Erin Chambers, Christopher
  Fillmore, and Elizabeth Stephenson for early discussions and all members of the
  Edelsbrunner group (Institute of Science and Technology Austria) and the Datashape
  team (Inria) for the atmosphere in which this research was conducted."
alternative_title:
- LIPIcs
article_number: '69'
article_processing_charge: No
arxiv: 1
author:
- first_name: Hana
  full_name: Kourimska, Hana
  id: D9B8E14C-3C26-11EA-98F5-1F833DDC885E
  last_name: Kourimska
  orcid: 0000-0001-7841-0091
- first_name: André
  full_name: Lieutier, André
  last_name: Lieutier
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Kourimska H, Lieutier A, Wintraecken M. The medial axis of any closed bounded
    set Is Lipschitz stable with respect to the Hausdorff distance Under ambient diffeomorphisms.
    In: <i>40th International Symposium on Computational Geometry</i>. Vol 293. Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2024. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.69">10.4230/LIPIcs.SoCG.2024.69</a>'
  apa: 'Kourimska, H., Lieutier, A., &#38; Wintraecken, M. (2024). The medial axis
    of any closed bounded set Is Lipschitz stable with respect to the Hausdorff distance
    Under ambient diffeomorphisms. In <i>40th International Symposium on Computational
    Geometry</i> (Vol. 293). Athens, Greece: Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.69">https://doi.org/10.4230/LIPIcs.SoCG.2024.69</a>'
  chicago: Kourimska, Hana, André Lieutier, and Mathijs Wintraecken. “The Medial Axis
    of Any Closed Bounded Set Is Lipschitz Stable with Respect to the Hausdorff Distance
    Under Ambient Diffeomorphisms.” In <i>40th International Symposium on Computational
    Geometry</i>, Vol. 293. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
    <a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.69">https://doi.org/10.4230/LIPIcs.SoCG.2024.69</a>.
  ieee: H. Kourimska, A. Lieutier, and M. Wintraecken, “The medial axis of any closed
    bounded set Is Lipschitz stable with respect to the Hausdorff distance Under ambient
    diffeomorphisms,” in <i>40th International Symposium on Computational Geometry</i>,
    Athens, Greece, 2024, vol. 293.
  ista: 'Kourimska H, Lieutier A, Wintraecken M. 2024. The medial axis of any closed
    bounded set Is Lipschitz stable with respect to the Hausdorff distance Under ambient
    diffeomorphisms. 40th International Symposium on Computational Geometry. SoCG:
    Symposium on Computational Geometry, LIPIcs, vol. 293, 69.'
  mla: Kourimska, Hana, et al. “The Medial Axis of Any Closed Bounded Set Is Lipschitz
    Stable with Respect to the Hausdorff Distance Under Ambient Diffeomorphisms.”
    <i>40th International Symposium on Computational Geometry</i>, vol. 293, 69, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2024, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.69">10.4230/LIPIcs.SoCG.2024.69</a>.
  short: H. Kourimska, A. Lieutier, M. Wintraecken, in:, 40th International Symposium
    on Computational Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2024.
conference:
  end_date: 2024-06-14
  location: Athens, Greece
  name: 'SoCG: Symposium on Computational Geometry'
date_created: 2024-06-16T22:01:06Z
date_published: 2024-06-01T00:00:00Z
date_updated: 2025-04-15T07:16:58Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2024.69
ec_funded: 1
external_id:
  arxiv:
  - '2212.01118'
file:
- access_level: open_access
  checksum: b40ff456c19294adb5d9613fcfd751c6
  content_type: application/pdf
  creator: dernst
  date_created: 2024-06-17T08:33:40Z
  date_updated: 2024-06-17T08:33:40Z
  file_id: '17150'
  file_name: 2024_LIPICS_Kourimska.pdf
  file_size: 1612558
  relation: main_file
  success: 1
file_date_updated: 2024-06-17T08:33:40Z
has_accepted_license: '1'
intvolume: '       293'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
- _id: 2561EBF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I02979-N35
  name: Persistence and stability of geometric complexes
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: 40th International Symposium on Computational Geometry
publication_identifier:
  isbn:
  - '9783959773164'
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: The medial axis of any closed bounded set Is Lipschitz stable with respect
  to the Hausdorff distance Under ambient diffeomorphisms
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 293
year: '2024'
...
---
_id: '17170'
abstract:
- lang: eng
  text: "In this article we extend and strengthen the seminal work by Niyogi, Smale,
    and Weinberger on the learning of the homotopy type from a sample of an underlying
    space. In their work, Niyogi, Smale, and Weinberger studied samples of C² manifolds
    with positive reach embedded in ℝ^d. We extend their results in the following
    ways: - As the ambient space we consider both ℝ^d and Riemannian manifolds with
    lower bounded sectional curvature. - In both types of ambient spaces, we study
    sets of positive reach - a significantly more general setting than C² manifolds
    - as well as general manifolds of positive reach. - The sample P of a set (or
    a manifold) \U0001D4AE of positive reach may be noisy. We work with two one-sided
    Hausdorff distances - ε and δ - between P and \U0001D4AE. We provide tight bounds
    in terms of ε and δ, that guarantee that there exists a parameter r such that
    the union of balls of radius r centred at the sample P deformation-retracts to
    \U0001D4AE. We exhibit their tightness by an explicit construction. We carefully
    distinguish the roles of δ and ε. This is not only essential to achieve tight
    bounds, but also sensible in practical situations, since it allows one to adapt
    the bound according to sample density and the amount of noise present in the sample
    separately."
acknowledgement: "This research has been supported by the European Research Council
  (ERC), grant No. 788183, by the Wittgenstein Prize, Austrian Science Fund (FWF),
  grant No. Z 342-N31, and by the DFG Collaborative Research Center TRR 109, Austrian
  Science Fund (FWF), grant No. I 02979-N35.\r\nWintraecken, Mathijs: Supported by
  the European Union’s Horizon 2020 research and innovation programme under the Marie
  Skłodowska-Curie grant agreement No. 754411, the Austrian science fund (FWF) grant
  No. M-3073, and the welcome package from IDEX of the Université Côte d'Azur."
alternative_title:
- LIPIcs
article_processing_charge: No
arxiv: 1
author:
- first_name: Dominique
  full_name: Attali, Dominique
  last_name: Attali
- first_name: Hana
  full_name: Kourimska, Hana
  id: D9B8E14C-3C26-11EA-98F5-1F833DDC885E
  last_name: Kourimska
  orcid: 0000-0001-7841-0091
- first_name: Christopher D
  full_name: Fillmore, Christopher D
  id: 35638A5C-AAC7-11E9-B0BF-5503E6697425
  last_name: Fillmore
- first_name: Ishika
  full_name: Ghosh, Ishika
  id: ee449b28-344d-11ef-a6d5-9ca430e9e9ff
  last_name: Ghosh
- first_name: André
  full_name: Lieutier, André
  last_name: Lieutier
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Attali D, Kourimska H, Fillmore CD, et al. Tight bounds for the learning of
    homotopy à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and
    of Riemannian manifolds. In: <i>40th International Symposium on Computational
    Geometry</i>. Vol 293. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2024:11:1-11:19.
    doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.11">10.4230/LIPIcs.SoCG.2024.11</a>'
  apa: 'Attali, D., Kourimska, H., Fillmore, C. D., Ghosh, I., Lieutier, A., Stephenson,
    E. R., &#38; Wintraecken, M. (2024). Tight bounds for the learning of homotopy
    à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and of Riemannian
    manifolds. In <i>40th International Symposium on Computational Geometry</i> (Vol.
    293, p. 11:1-11:19). Athens, Greece: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.11">https://doi.org/10.4230/LIPIcs.SoCG.2024.11</a>'
  chicago: Attali, Dominique, Hana Kourimska, Christopher D Fillmore, Ishika Ghosh,
    André Lieutier, Elizabeth R Stephenson, and Mathijs Wintraecken. “Tight Bounds
    for the Learning of Homotopy à La Niyogi, Smale, and Weinberger for Subsets of
    Euclidean Spaces and of Riemannian Manifolds.” In <i>40th International Symposium
    on Computational Geometry</i>, 293:11:1-11:19. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2024. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.11">https://doi.org/10.4230/LIPIcs.SoCG.2024.11</a>.
  ieee: D. Attali <i>et al.</i>, “Tight bounds for the learning of homotopy à la Niyogi,
    Smale, and Weinberger for subsets of euclidean spaces and of Riemannian manifolds,”
    in <i>40th International Symposium on Computational Geometry</i>, Athens, Greece,
    2024, vol. 293, p. 11:1-11:19.
  ista: 'Attali D, Kourimska H, Fillmore CD, Ghosh I, Lieutier A, Stephenson ER, Wintraecken
    M. 2024. Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger
    for subsets of euclidean spaces and of Riemannian manifolds. 40th International
    Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry,
    LIPIcs, vol. 293, 11:1-11:19.'
  mla: Attali, Dominique, et al. “Tight Bounds for the Learning of Homotopy à La Niyogi,
    Smale, and Weinberger for Subsets of Euclidean Spaces and of Riemannian Manifolds.”
    <i>40th International Symposium on Computational Geometry</i>, vol. 293, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 11:1-11:19, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2024.11">10.4230/LIPIcs.SoCG.2024.11</a>.
  short: D. Attali, H. Kourimska, C.D. Fillmore, I. Ghosh, A. Lieutier, E.R. Stephenson,
    M. Wintraecken, in:, 40th International Symposium on Computational Geometry, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 11:1-11:19.
conference:
  end_date: 2024-06-14
  location: Athens, Greece
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2024-06-11
date_created: 2024-06-25T11:45:58Z
date_published: 2024-06-06T00:00:00Z
date_updated: 2025-04-15T07:16:57Z
day: '06'
ddc:
- '516'
department:
- _id: GradSch
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2024.11
ec_funded: 1
external_id:
  arxiv:
  - '2206.10485'
file:
- access_level: open_access
  checksum: 6a2ddc8b51aa58f197a8b294750f1f8d
  content_type: application/pdf
  creator: cfillmor
  date_created: 2024-06-25T11:47:26Z
  date_updated: 2024-06-25T11:47:26Z
  file_id: '17171'
  file_name: LIPIcs.SoCG.2024.11.pdf
  file_size: 20886142
  relation: main_file
  success: 1
file_date_updated: 2024-06-25T11:47:26Z
has_accepted_license: '1'
intvolume: '       293'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 11:1-11:19
project:
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 2561EBF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I02979-N35
  name: Persistence and stability of geometric complexes
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: 40th International Symposium on Computational Geometry
publication_identifier:
  eissn:
  - 1868-8969
  isbn:
  - '9783959773164'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger
  for subsets of euclidean spaces and of Riemannian manifolds
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 293
year: '2024'
...
---
_id: '17190'
abstract:
- lang: eng
  text: "For a locally finite set, \U0001D434⊆ℝ\U0001D451\r\n, the \U0001D458\r\nth
    Brillouin zone of \U0001D44E∈\U0001D434\r\n is the region of points \U0001D465∈ℝ\U0001D451\r\n
    for which ‖\U0001D465−\U0001D44E‖\r\n is the \U0001D458\r\nth smallest among the
    Euclidean distances between \U0001D465\r\n and the points in \U0001D434\r\n. If
    \U0001D434\r\n is a lattice, the \U0001D458\r\nth Brillouin zones of the points
    in \U0001D434\r\n are translates of each other, and together they tile space.
    Depending on the value of \U0001D458\r\n, they express medium- or long-range order
    in the set. We study fundamental geometric and combinatorial properties of Brillouin
    zones, focusing on the integer lattice and its perturbations. Our results include
    the stability of a Brillouin zone under perturbations, a linear upper bound on
    the number of chambers in a zone for lattices in ℝ2\r\n, and the convergence of
    the maximum volume of a chamber to zero for the integer lattice."
acknowledgement: The second author is partially supported by the Alexander von Humboldt
  Foundation. The sixth author is supported by the European Union's Horizon 2020 research
  and innovation programme under Marie Sklodowska-Curie grant agreement 754411, and
  by Austrian Science Fund(FWF) grant M-3073. All other authors are supported by European
  Research Council (ERC) grant 788183, by the Wittgenstein Prize, by Austrian Science
  Fund (FWF) grant Z 342-N31, and by the DFG Collaborative Research Center TRR 109,
  Austrian Science Fund (FWF) grant I 02979-N35.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Alexey
  full_name: Garber, Alexey
  last_name: Garber
- first_name: Mohadese
  full_name: Ghafaris, Mohadese
  last_name: Ghafaris
- first_name: Teresa
  full_name: Heiss, Teresa
  id: 4879BB4E-F248-11E8-B48F-1D18A9856A87
  last_name: Heiss
  orcid: 0000-0002-1780-2689
- first_name: Morteza
  full_name: Saghafiant, Morteza
  last_name: Saghafiant
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Edelsbrunner H, Garber A, Ghafaris M, Heiss T, Saghafiant M, Wintraecken M.
    Brillouin zones of integer lattices and their perturbations. <i>SIAM Journal on
    Discrete Mathematics</i>. 2024;38(2):1784-1807. doi:<a href="https://doi.org/10.1137/22M1489071">10.1137/22M1489071</a>
  apa: Edelsbrunner, H., Garber, A., Ghafaris, M., Heiss, T., Saghafiant, M., &#38;
    Wintraecken, M. (2024). Brillouin zones of integer lattices and their perturbations.
    <i>SIAM Journal on Discrete Mathematics</i>. Society for Industrial and Applied
    Mathematics. <a href="https://doi.org/10.1137/22M1489071">https://doi.org/10.1137/22M1489071</a>
  chicago: Edelsbrunner, Herbert, Alexey Garber, Mohadese Ghafaris, Teresa Heiss,
    Morteza Saghafiant, and Mathijs Wintraecken. “Brillouin Zones of Integer Lattices
    and Their Perturbations.” <i>SIAM Journal on Discrete Mathematics</i>. Society
    for Industrial and Applied Mathematics, 2024. <a href="https://doi.org/10.1137/22M1489071">https://doi.org/10.1137/22M1489071</a>.
  ieee: H. Edelsbrunner, A. Garber, M. Ghafaris, T. Heiss, M. Saghafiant, and M. Wintraecken,
    “Brillouin zones of integer lattices and their perturbations,” <i>SIAM Journal
    on Discrete Mathematics</i>, vol. 38, no. 2. Society for Industrial and Applied
    Mathematics, pp. 1784–1807, 2024.
  ista: Edelsbrunner H, Garber A, Ghafaris M, Heiss T, Saghafiant M, Wintraecken M.
    2024. Brillouin zones of integer lattices and their perturbations. SIAM Journal
    on Discrete Mathematics. 38(2), 1784–1807.
  mla: Edelsbrunner, Herbert, et al. “Brillouin Zones of Integer Lattices and Their
    Perturbations.” <i>SIAM Journal on Discrete Mathematics</i>, vol. 38, no. 2, Society
    for Industrial and Applied Mathematics, 2024, pp. 1784–807, doi:<a href="https://doi.org/10.1137/22M1489071">10.1137/22M1489071</a>.
  short: H. Edelsbrunner, A. Garber, M. Ghafaris, T. Heiss, M. Saghafiant, M. Wintraecken,
    SIAM Journal on Discrete Mathematics 38 (2024) 1784–1807.
corr_author: '1'
date_created: 2024-06-30T22:01:05Z
date_published: 2024-06-07T00:00:00Z
date_updated: 2025-09-08T08:06:04Z
day: '07'
department:
- _id: HeEd
doi: 10.1137/22M1489071
ec_funded: 1
external_id:
  arxiv:
  - '2204.01077'
  isi:
  - '001292728600001'
intvolume: '        38'
isi: 1
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2204.01077
month: '06'
oa: 1
oa_version: Preprint
page: 1784-1807
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
- _id: 2561EBF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: I02979-N35
  name: Persistence and stability of geometric complexes
- _id: 268116B8-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00342
  name: Mathematics, Computer Science
publication: SIAM Journal on Discrete Mathematics
publication_identifier:
  issn:
  - 0895-4801
publication_status: published
publisher: Society for Industrial and Applied Mathematics
quality_controlled: '1'
scopus_import: '1'
status: public
title: Brillouin zones of integer lattices and their perturbations
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 38
year: '2024'
...
---
_id: '12287'
abstract:
- lang: eng
  text: We present criteria for establishing a triangulation of a manifold. Given
    a manifold M, a simplicial complex A, and a map H from the underlying space of
    A to M, our criteria are presented in local coordinate charts for M, and ensure
    that H is a homeomorphism. These criteria do not require a differentiable structure,
    or even an explicit metric on M. No Delaunay property of A is assumed. The result
    provides a triangulation guarantee for algorithms that construct a simplicial
    complex by working in local coordinate patches. Because the criteria are easily
    verified in such a setting, they are expected to be of general use.
acknowledgement: "This work has been funded by the European Research Council under
  the European Union’s ERC Grant Agreement number 339025 GUDHI (Algorithmic Foundations
  of Geometric Understanding in Higher Dimensions). Arijit Ghosh is supported by Ramanujan
  Fellowship (No. SB/S2/RJN-064/2015). Part of this work was done when Arijit Ghosh
  was a Researcher at Max-Planck-Institute for Informatics, Germany, supported by
  the IndoGerman Max Planck Center for Computer Science (IMPECS). Mathijs Wintraecken
  also received funding from the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie grant agreement No. 754411 and the Austrian
  Science Fund (FWF): M-3073. A part of the results described in this paper were presented
  at SoCG 2018 and in [3]. \r\nOpen access funding provided by the Austrian Science
  Fund (FWF)."
article_processing_charge: No
article_type: original
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Ramsay
  full_name: Dyer, Ramsay
  last_name: Dyer
- first_name: Arijit
  full_name: Ghosh, Arijit
  last_name: Ghosh
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Boissonnat J-D, Dyer R, Ghosh A, Wintraecken M. Local criteria for triangulating
    general manifolds. <i>Discrete &#38; Computational Geometry</i>. 2023;69:156-191.
    doi:<a href="https://doi.org/10.1007/s00454-022-00431-7">10.1007/s00454-022-00431-7</a>
  apa: Boissonnat, J.-D., Dyer, R., Ghosh, A., &#38; Wintraecken, M. (2023). Local
    criteria for triangulating general manifolds. <i>Discrete &#38; Computational
    Geometry</i>. Springer Nature. <a href="https://doi.org/10.1007/s00454-022-00431-7">https://doi.org/10.1007/s00454-022-00431-7</a>
  chicago: Boissonnat, Jean-Daniel, Ramsay Dyer, Arijit Ghosh, and Mathijs Wintraecken.
    “Local Criteria for Triangulating General Manifolds.” <i>Discrete &#38; Computational
    Geometry</i>. Springer Nature, 2023. <a href="https://doi.org/10.1007/s00454-022-00431-7">https://doi.org/10.1007/s00454-022-00431-7</a>.
  ieee: J.-D. Boissonnat, R. Dyer, A. Ghosh, and M. Wintraecken, “Local criteria for
    triangulating general manifolds,” <i>Discrete &#38; Computational Geometry</i>,
    vol. 69. Springer Nature, pp. 156–191, 2023.
  ista: Boissonnat J-D, Dyer R, Ghosh A, Wintraecken M. 2023. Local criteria for triangulating
    general manifolds. Discrete &#38; Computational Geometry. 69, 156–191.
  mla: Boissonnat, Jean-Daniel, et al. “Local Criteria for Triangulating General Manifolds.”
    <i>Discrete &#38; Computational Geometry</i>, vol. 69, Springer Nature, 2023,
    pp. 156–91, doi:<a href="https://doi.org/10.1007/s00454-022-00431-7">10.1007/s00454-022-00431-7</a>.
  short: J.-D. Boissonnat, R. Dyer, A. Ghosh, M. Wintraecken, Discrete &#38; Computational
    Geometry 69 (2023) 156–191.
corr_author: '1'
date_created: 2023-01-16T10:04:06Z
date_published: 2023-01-01T00:00:00Z
date_updated: 2025-04-14T07:44:00Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.1007/s00454-022-00431-7
ec_funded: 1
external_id:
  isi:
  - '000862193600001'
file:
- access_level: open_access
  checksum: 46352e0ee71e460848f88685ca852681
  content_type: application/pdf
  creator: dernst
  date_created: 2023-02-02T11:01:10Z
  date_updated: 2023-02-02T11:01:10Z
  file_id: '12488'
  file_name: 2023_DiscreteCompGeometry_Boissonnat.pdf
  file_size: 582850
  relation: main_file
  success: 1
file_date_updated: 2023-02-02T11:01:10Z
has_accepted_license: '1'
intvolume: '        69'
isi: 1
keyword:
- Computational Theory and Mathematics
- Discrete Mathematics and Combinatorics
- Geometry and Topology
- Theoretical Computer Science
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 156-191
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: Discrete & Computational Geometry
publication_identifier:
  eissn:
  - 1432-0444
  issn:
  - 0179-5376
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Local criteria for triangulating general manifolds
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 69
year: '2023'
...
---
_id: '12763'
abstract:
- lang: eng
  text: 'Kleinjohann (Archiv der Mathematik 35(1):574–582, 1980; Mathematische Zeitschrift
    176(3), 327–344, 1981) and Bangert (Archiv der Mathematik 38(1):54–57, 1982) extended
    the reach rch(S) from subsets S of Euclidean space to the reach rchM(S) of subsets
    S of Riemannian manifolds M, where M is smooth (we’ll assume at least C3). Bangert
    showed that sets of positive reach in Euclidean space and Riemannian manifolds
    are very similar. In this paper we introduce a slight variant of Kleinjohann’s
    and Bangert’s extension and quantify the similarity between sets of positive reach
    in Euclidean space and Riemannian manifolds in a new way: Given p∈M and q∈S, we
    bound the local feature size (a local version of the reach) of its lifting to
    the tangent space via the inverse exponential map (exp−1p(S)) at q, assuming that
    rchM(S) and the geodesic distance dM(p,q) are bounded. These bounds are motivated
    by the importance of the reach and local feature size to manifold learning, topological
    inference, and triangulating manifolds and the fact that intrinsic approaches
    circumvent the curse of dimensionality.'
acknowledgement: "We thank Eddie Aamari, David Cohen-Steiner, Isa Costantini, Fred
  Chazal, Ramsay Dyer, André Lieutier, and Alef Sterk for discussion and Pierre Pansu
  for encouragement. We further acknowledge the anonymous reviewers whose comments
  helped improve the exposition.\r\nThe research leading to these results has received
  funding from the European Research Council (ERC) under the European Union’s Seventh
  Framework Programme (FP/2007-2013) / ERC Grant Agreement No. 339025 GUDHI (Algorithmic
  Foundations of Geometry Understanding in Higher Dimensions). The first author is
  further supported by the French government, through the 3IA Côte d’Azur Investments
  in the Future project managed by the National Research Agency (ANR) with the reference
  number ANR-19-P3IA-0002. The second author is supported by the European Union’s
  Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie
  Grant Agreement No. 754411 and the Austrian science fund (FWF) M-3073."
article_processing_charge: No
article_type: original
author:
- first_name: Jean Daniel
  full_name: Boissonnat, Jean Daniel
  last_name: Boissonnat
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Boissonnat JD, Wintraecken M. The reach of subsets of manifolds. <i>Journal
    of Applied and Computational Topology</i>. 2023;7:619-641. doi:<a href="https://doi.org/10.1007/s41468-023-00116-x">10.1007/s41468-023-00116-x</a>
  apa: Boissonnat, J. D., &#38; Wintraecken, M. (2023). The reach of subsets of manifolds.
    <i>Journal of Applied and Computational Topology</i>. Springer Nature. <a href="https://doi.org/10.1007/s41468-023-00116-x">https://doi.org/10.1007/s41468-023-00116-x</a>
  chicago: Boissonnat, Jean Daniel, and Mathijs Wintraecken. “The Reach of Subsets
    of Manifolds.” <i>Journal of Applied and Computational Topology</i>. Springer
    Nature, 2023. <a href="https://doi.org/10.1007/s41468-023-00116-x">https://doi.org/10.1007/s41468-023-00116-x</a>.
  ieee: J. D. Boissonnat and M. Wintraecken, “The reach of subsets of manifolds,”
    <i>Journal of Applied and Computational Topology</i>, vol. 7. Springer Nature,
    pp. 619–641, 2023.
  ista: Boissonnat JD, Wintraecken M. 2023. The reach of subsets of manifolds. Journal
    of Applied and Computational Topology. 7, 619–641.
  mla: Boissonnat, Jean Daniel, and Mathijs Wintraecken. “The Reach of Subsets of
    Manifolds.” <i>Journal of Applied and Computational Topology</i>, vol. 7, Springer
    Nature, 2023, pp. 619–41, doi:<a href="https://doi.org/10.1007/s41468-023-00116-x">10.1007/s41468-023-00116-x</a>.
  short: J.D. Boissonnat, M. Wintraecken, Journal of Applied and Computational Topology
    7 (2023) 619–641.
corr_author: '1'
date_created: 2023-03-26T22:01:08Z
date_published: 2023-09-01T00:00:00Z
date_updated: 2025-04-14T07:44:01Z
day: '01'
department:
- _id: HeEd
doi: 10.1007/s41468-023-00116-x
ec_funded: 1
intvolume: '         7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://inserm.hal.science/INRIA-SACLAY/hal-04083524v1
month: '09'
oa: 1
oa_version: Submitted Version
page: 619-641
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: Journal of Applied and Computational Topology
publication_identifier:
  eissn:
  - 2367-1734
  issn:
  - 2367-1726
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: The reach of subsets of manifolds
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2023'
...
---
_id: '12960'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e., submanifolds of Rd defined as the zero set of some multivariate
    multivalued smooth function f:Rd→Rd−n, where n is the intrinsic dimension of the
    manifold. A natural way to approximate a smooth isomanifold M=f−1(0) is to consider
    its piecewise linear (PL) approximation M^\r\n based on a triangulation T of the
    ambient space Rd. In this paper, we describe a simple algorithm to trace isomanifolds
    from a given starting point. The algorithm works for arbitrary dimensions n and
    d, and any precision D. Our main result is that, when f (or M) has bounded complexity,
    the complexity of the algorithm is polynomial in d and δ=1/D (and unavoidably
    exponential in n). Since it is known that for δ=Ω(d2.5), M^ is O(D2)-close and
    isotopic to M\r\n, our algorithm produces a faithful PL-approximation of isomanifolds
    of bounded complexity in time polynomial in d. Combining this algorithm with dimensionality
    reduction techniques, the dependency on d in the size of M^ can be completely
    removed with high probability. We also show that the algorithm can handle isomanifolds
    with boundary and, more generally, isostratifolds. The algorithm for isomanifolds
    with boundary has been implemented and experimental results are reported, showing
    that it is practical and can handle cases that are far ahead of the state-of-the-art. "
acknowledgement: The authors have received funding from the European Research Council
  under the European Union's ERC grant greement 339025 GUDHI (Algorithmic Foundations
  of Geometric Un-derstanding  in  Higher  Dimensions).   The  first  author  was  supported  by  the  French  government,through
  the 3IA C\^ote d'Azur Investments in the Future project managed by the National
  ResearchAgency (ANR) with the reference ANR-19-P3IA-0002.  The third author was
  supported by the Eu-ropean Union's Horizon 2020 research and innovation programme
  under the Marie Sk\lodowska-Curiegrant agreement 754411 and the FWF (Austrian Science
  Fund) grant M 3073.
article_processing_charge: No
article_type: original
author:
- first_name: Jean Daniel
  full_name: Boissonnat, Jean Daniel
  last_name: Boissonnat
- first_name: Siargey
  full_name: Kachanovich, Siargey
  last_name: Kachanovich
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Boissonnat JD, Kachanovich S, Wintraecken M. Tracing isomanifolds in Rd in
    time polynomial in d using Coxeter–Freudenthal–Kuhn triangulations. <i>SIAM Journal
    on Computing</i>. 2023;52(2):452-486. doi:<a href="https://doi.org/10.1137/21M1412918">10.1137/21M1412918</a>
  apa: Boissonnat, J. D., Kachanovich, S., &#38; Wintraecken, M. (2023). Tracing isomanifolds
    in Rd in time polynomial in d using Coxeter–Freudenthal–Kuhn triangulations. <i>SIAM
    Journal on Computing</i>. Society for Industrial and Applied Mathematics. <a href="https://doi.org/10.1137/21M1412918">https://doi.org/10.1137/21M1412918</a>
  chicago: Boissonnat, Jean Daniel, Siargey Kachanovich, and Mathijs Wintraecken.
    “Tracing Isomanifolds in Rd in Time Polynomial in d Using Coxeter–Freudenthal–Kuhn
    Triangulations.” <i>SIAM Journal on Computing</i>. Society for Industrial and
    Applied Mathematics, 2023. <a href="https://doi.org/10.1137/21M1412918">https://doi.org/10.1137/21M1412918</a>.
  ieee: J. D. Boissonnat, S. Kachanovich, and M. Wintraecken, “Tracing isomanifolds
    in Rd in time polynomial in d using Coxeter–Freudenthal–Kuhn triangulations,”
    <i>SIAM Journal on Computing</i>, vol. 52, no. 2. Society for Industrial and Applied
    Mathematics, pp. 452–486, 2023.
  ista: Boissonnat JD, Kachanovich S, Wintraecken M. 2023. Tracing isomanifolds in
    Rd in time polynomial in d using Coxeter–Freudenthal–Kuhn triangulations. SIAM
    Journal on Computing. 52(2), 452–486.
  mla: Boissonnat, Jean Daniel, et al. “Tracing Isomanifolds in Rd in Time Polynomial
    in d Using Coxeter–Freudenthal–Kuhn Triangulations.” <i>SIAM Journal on Computing</i>,
    vol. 52, no. 2, Society for Industrial and Applied Mathematics, 2023, pp. 452–86,
    doi:<a href="https://doi.org/10.1137/21M1412918">10.1137/21M1412918</a>.
  short: J.D. Boissonnat, S. Kachanovich, M. Wintraecken, SIAM Journal on Computing
    52 (2023) 452–486.
corr_author: '1'
date_created: 2023-05-14T22:01:00Z
date_published: 2023-04-30T00:00:00Z
date_updated: 2025-04-15T06:54:46Z
day: '30'
department:
- _id: HeEd
doi: 10.1137/21M1412918
ec_funded: 1
external_id:
  isi:
  - '001013183000012'
intvolume: '        52'
isi: 1
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://hal-emse.ccsd.cnrs.fr/3IA-COTEDAZUR/hal-04083489v1
month: '04'
oa: 1
oa_version: Submitted Version
page: 452-486
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: SIAM Journal on Computing
publication_identifier:
  eissn:
  - 1095-7111
  issn:
  - 0097-5397
publication_status: published
publisher: Society for Industrial and Applied Mathematics
quality_controlled: '1'
related_material:
  record:
  - id: '9441'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Tracing isomanifolds in Rd in time polynomial in d using Coxeter–Freudenthal–Kuhn
  triangulations
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 52
year: '2023'
...
---
_id: '13048'
abstract:
- lang: eng
  text: In this paper we introduce a pruning of the medial axis called the (λ,α)-medial
    axis (axλα). We prove that the (λ,α)-medial axis of a set K is stable in a Gromov-Hausdorff
    sense under weak assumptions. More formally we prove that if K and K′ are close
    in the Hausdorff (dH) sense then the (λ,α)-medial axes of K and K′ are close as
    metric spaces, that is the Gromov-Hausdorff distance (dGH) between the two is
    1/4-Hölder in the sense that dGH (axλα(K),axλα(K′)) ≲ dH(K,K′)1/4. The Hausdorff
    distance between the two medial axes is also bounded, by dH (axλα(K),λα(K′)) ≲
    dH(K,K′)1/2. These quantified stability results provide guarantees for practical
    computations of medial axes from approximations. Moreover, they provide key ingredients
    for studying the computability of the medial axis in the context of computable
    analysis.
acknowledgement: "We are greatly indebted to Erin Chambers for posing a number of
  questions that eventually led to this paper. We would also like to thank the other
  organizers of the workshop on ‘Algorithms\r\nfor the medial axis’. We are also indebted
  to Tatiana Ezubova for helping with the search for and translation of Russian literature.
  The second author thanks all members of the Edelsbrunner and Datashape groups for
  the atmosphere in which the research was conducted.\r\nThe research leading to these
  results has received funding from the European Research Council (ERC) under the
  European Union’s Seventh Framework Programme (FP/2007-2013) / ERC Grant Agreement
  No. 339025 GUDHI (Algorithmic Foundations of Geometry Understanding in Higher Dimensions).
  Supported by the European Union’s Horizon 2020 research and innovation programme
  under the Marie Skłodowska-Curie grant agreement No. 754411. The Austrian science
  fund (FWF) M-3073."
article_processing_charge: No
arxiv: 1
author:
- first_name: André
  full_name: Lieutier, André
  last_name: Lieutier
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Lieutier A, Wintraecken M. Hausdorff and Gromov-Hausdorff stable subsets of
    the medial axis. In: <i>Proceedings of the 55th Annual ACM Symposium on Theory
    of Computing</i>. Association for Computing Machinery; 2023:1768-1776. doi:<a
    href="https://doi.org/10.1145/3564246.3585113">10.1145/3564246.3585113</a>'
  apa: 'Lieutier, A., &#38; Wintraecken, M. (2023). Hausdorff and Gromov-Hausdorff
    stable subsets of the medial axis. In <i>Proceedings of the 55th Annual ACM Symposium
    on Theory of Computing</i> (pp. 1768–1776). Orlando, FL, United States: Association
    for Computing Machinery. <a href="https://doi.org/10.1145/3564246.3585113">https://doi.org/10.1145/3564246.3585113</a>'
  chicago: Lieutier, André, and Mathijs Wintraecken. “Hausdorff and Gromov-Hausdorff
    Stable Subsets of the Medial Axis.” In <i>Proceedings of the 55th Annual ACM Symposium
    on Theory of Computing</i>, 1768–76. Association for Computing Machinery, 2023.
    <a href="https://doi.org/10.1145/3564246.3585113">https://doi.org/10.1145/3564246.3585113</a>.
  ieee: A. Lieutier and M. Wintraecken, “Hausdorff and Gromov-Hausdorff stable subsets
    of the medial axis,” in <i>Proceedings of the 55th Annual ACM Symposium on Theory
    of Computing</i>, Orlando, FL, United States, 2023, pp. 1768–1776.
  ista: 'Lieutier A, Wintraecken M. 2023. Hausdorff and Gromov-Hausdorff stable subsets
    of the medial axis. Proceedings of the 55th Annual ACM Symposium on Theory of
    Computing. STOC: Symposium on Theory of Computing, 1768–1776.'
  mla: Lieutier, André, and Mathijs Wintraecken. “Hausdorff and Gromov-Hausdorff Stable
    Subsets of the Medial Axis.” <i>Proceedings of the 55th Annual ACM Symposium on
    Theory of Computing</i>, Association for Computing Machinery, 2023, pp. 1768–76,
    doi:<a href="https://doi.org/10.1145/3564246.3585113">10.1145/3564246.3585113</a>.
  short: A. Lieutier, M. Wintraecken, in:, Proceedings of the 55th Annual ACM Symposium
    on Theory of Computing, Association for Computing Machinery, 2023, pp. 1768–1776.
conference:
  end_date: 2023-06-23
  location: Orlando, FL, United States
  name: 'STOC: Symposium on Theory of Computing'
  start_date: 2023-06-20
corr_author: '1'
date_created: 2023-05-22T08:02:02Z
date_published: 2023-06-02T00:00:00Z
date_updated: 2025-09-09T12:26:49Z
day: '02'
department:
- _id: HeEd
doi: 10.1145/3564246.3585113
ec_funded: 1
external_id:
  arxiv:
  - '2303.04014'
  isi:
  - '001064640700143'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2303.04014
month: '06'
oa: 1
oa_version: Preprint
page: 1768-1776
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
publication: Proceedings of the 55th Annual ACM Symposium on Theory of Computing
publication_identifier:
  isbn:
  - '9781450399135'
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Hausdorff and Gromov-Hausdorff stable subsets of the medial axis
type: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
year: '2023'
...
---
_id: '11428'
abstract:
- lang: eng
  text: The medial axis of a set consists of the points in the ambient space without
    a unique closest point on the original set. Since its introduction, the medial
    axis has been used extensively in many applications as a method of computing a
    topologically equivalent skeleton. Unfortunately, one limiting factor in the use
    of the medial axis of a smooth manifold is that it is not necessarily topologically
    stable under small perturbations of the manifold. To counter these instabilities
    various prunings of the medial axis have been proposed. Here, we examine one type
    of pruning, called burning. Because of the good experimental results, it was hoped
    that the burning method of simplifying the medial axis would be stable. In this
    work we show a simple example that dashes such hopes based on Bing’s house with
    two rooms, demonstrating an isotopy of a shape where the medial axis goes from
    collapsible to non-collapsible.
acknowledgement: 'Partially supported by the DFG Collaborative Research Center TRR
  109, “Discretization in Geometry and Dynamics” and the European Research Council
  (ERC), grant no. 788183, “Alpha Shape Theory Extended”. Erin Chambers: Supported
  in part by the National Science Foundation through grants DBI-1759807, CCF-1907612,
  and CCF-2106672. Mathijs Wintraecken: Supported by the European Union’s Horizon
  2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement
  No. 754411. The Austrian science fund (FWF) M-3073 Acknowledgements We thank André
  Lieutier, David Letscher, Ellen Gasparovic, Kathryn Leonard, and Tao Ju for early
  discussions on this work. We also thank Lu Liu, Yajie Yan and Tao Ju for sharing
  code to generate the examples.'
article_processing_charge: No
author:
- first_name: Erin
  full_name: Chambers, Erin
  last_name: Chambers
- first_name: Christopher D
  full_name: Fillmore, Christopher D
  id: 35638A5C-AAC7-11E9-B0BF-5503E6697425
  last_name: Fillmore
- first_name: Elizabeth R
  full_name: Stephenson, Elizabeth R
  id: 2D04F932-F248-11E8-B48F-1D18A9856A87
  last_name: Stephenson
  orcid: 0000-0002-6862-208X
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Chambers E, Fillmore CD, Stephenson ER, Wintraecken M. A cautionary tale:
    Burning the medial axis is unstable. In: Goaoc X, Kerber M, eds. <i>38th International
    Symposium on Computational Geometry</i>. Vol 224. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik; 2022:66:1-66:9. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2022.66">10.4230/LIPIcs.SoCG.2022.66</a>'
  apa: 'Chambers, E., Fillmore, C. D., Stephenson, E. R., &#38; Wintraecken, M. (2022).
    A cautionary tale: Burning the medial axis is unstable. In X. Goaoc &#38; M. Kerber
    (Eds.), <i>38th International Symposium on Computational Geometry</i> (Vol. 224,
    p. 66:1-66:9). Berlin, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.SoCG.2022.66">https://doi.org/10.4230/LIPIcs.SoCG.2022.66</a>'
  chicago: 'Chambers, Erin, Christopher D Fillmore, Elizabeth R Stephenson, and Mathijs
    Wintraecken. “A Cautionary Tale: Burning the Medial Axis Is Unstable.” In <i>38th
    International Symposium on Computational Geometry</i>, edited by Xavier Goaoc
    and Michael Kerber, 224:66:1-66:9. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2022. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2022.66">https://doi.org/10.4230/LIPIcs.SoCG.2022.66</a>.'
  ieee: 'E. Chambers, C. D. Fillmore, E. R. Stephenson, and M. Wintraecken, “A cautionary
    tale: Burning the medial axis is unstable,” in <i>38th International Symposium
    on Computational Geometry</i>, Berlin, Germany, 2022, vol. 224, p. 66:1-66:9.'
  ista: 'Chambers E, Fillmore CD, Stephenson ER, Wintraecken M. 2022. A cautionary
    tale: Burning the medial axis is unstable. 38th International Symposium on Computational
    Geometry. SoCG: Symposium on Computational GeometryLIPIcs vol. 224, 66:1-66:9.'
  mla: 'Chambers, Erin, et al. “A Cautionary Tale: Burning the Medial Axis Is Unstable.”
    <i>38th International Symposium on Computational Geometry</i>, edited by Xavier
    Goaoc and Michael Kerber, vol. 224, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2022, p. 66:1-66:9, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2022.66">10.4230/LIPIcs.SoCG.2022.66</a>.'
  short: E. Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, in:, X. Goaoc,
    M. Kerber (Eds.), 38th International Symposium on Computational Geometry, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 66:1-66:9.
conference:
  end_date: 2022-06-10
  location: Berlin, Germany
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2022-06-07
corr_author: '1'
date_created: 2022-06-01T14:18:04Z
date_published: 2022-06-01T00:00:00Z
date_updated: 2025-04-14T07:43:57Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2022.66
ec_funded: 1
editor:
- first_name: Xavier
  full_name: Goaoc, Xavier
  last_name: Goaoc
- first_name: Michael
  full_name: Kerber, Michael
  last_name: Kerber
file:
- access_level: open_access
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  date_updated: 2022-06-07T07:58:30Z
  file_id: '11437'
  file_name: 2022_LIPICs_Chambers.pdf
  file_size: 17580705
  relation: main_file
  success: 1
file_date_updated: 2022-06-07T07:58:30Z
has_accepted_license: '1'
intvolume: '       224'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 66:1-66:9
project:
- _id: fc390959-9c52-11eb-aca3-afa58bd282b2
  grant_number: M03073
  name: Learning and triangulating manifolds via collapses
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 38th International Symposium on Computational Geometry
publication_identifier:
  isbn:
  - 978-3-95977-227-3
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
series_title: LIPIcs
status: public
title: 'A cautionary tale: Burning the medial axis is unstable'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 224
year: '2022'
...
---
_id: '9649'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e. manifolds defined as the zero set of some multivariate vector-valued
    smooth function f : Rd → Rd−n. A natural (and efficient) way to approximate an
    isomanifold is to consider its Piecewise-Linear (PL) approximation based on a
    triangulation T of the ambient space Rd. In this paper, we give conditions under
    which the PL-approximation of an isomanifold is topologically equivalent to the
    isomanifold. The conditions are easy to satisfy in the sense that they can always
    be met by taking a sufficiently\r\nfine triangulation T . This contrasts with
    previous results on the triangulation of manifolds where, in arbitrary dimensions,
    delicate perturbations are needed to guarantee topological correctness, which
    leads to strong limitations in practice. We further give a bound on the Fréchet
    distance between the original isomanifold and its PL-approximation. Finally we
    show analogous results for the PL-approximation of an isomanifold with boundary."
acknowledgement: "First and foremost, we acknowledge Siargey Kachanovich for discussions.
  We thank Herbert Edelsbrunner and all members of his group, all former and current
  members of the Datashape team (formerly known as Geometrica), and André Lieutier
  for encouragement. We further thank the reviewers of Foundations of Computational
  Mathematics and the reviewers and program committee of the Symposium on Computational
  Geometry for their feedback, which improved the exposition.\r\nThis work was funded
  by the European Research Council under the European Union’s ERC Grant Agreement
  number 339025 GUDHI (Algorithmic Foundations of Geometric Understanding in Higher
  Dimensions). This work was also supported by the French government, through the
  3IA Côte d’Azur Investments in the Future project managed by the National Research
  Agency (ANR) with the reference number ANR-19-P3IA-0002. Mathijs Wintraecken also
  received funding from the European Union’s Horizon 2020 research and innovation
  programme under the Marie Skłodowska-Curie grant agreement no. 754411."
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Boissonnat J-D, Wintraecken M. The topological correctness of PL approximations
    of isomanifolds. <i>Foundations of Computational Mathematics </i>. 2022;22:967-1012.
    doi:<a href="https://doi.org/10.1007/s10208-021-09520-0">10.1007/s10208-021-09520-0</a>
  apa: Boissonnat, J.-D., &#38; Wintraecken, M. (2022). The topological correctness
    of PL approximations of isomanifolds. <i>Foundations of Computational Mathematics
    </i>. Springer Nature. <a href="https://doi.org/10.1007/s10208-021-09520-0">https://doi.org/10.1007/s10208-021-09520-0</a>
  chicago: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL Approximations of Isomanifolds.” <i>Foundations of Computational Mathematics
    </i>. Springer Nature, 2022. <a href="https://doi.org/10.1007/s10208-021-09520-0">https://doi.org/10.1007/s10208-021-09520-0</a>.
  ieee: J.-D. Boissonnat and M. Wintraecken, “The topological correctness of PL approximations
    of isomanifolds,” <i>Foundations of Computational Mathematics </i>, vol. 22. Springer
    Nature, pp. 967–1012, 2022.
  ista: Boissonnat J-D, Wintraecken M. 2022. The topological correctness of PL approximations
    of isomanifolds. Foundations of Computational Mathematics . 22, 967–1012.
  mla: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL Approximations of Isomanifolds.” <i>Foundations of Computational Mathematics
    </i>, vol. 22, Springer Nature, 2022, pp. 967–1012, doi:<a href="https://doi.org/10.1007/s10208-021-09520-0">10.1007/s10208-021-09520-0</a>.
  short: J.-D. Boissonnat, M. Wintraecken, Foundations of Computational Mathematics  22
    (2022) 967–1012.
corr_author: '1'
date_created: 2021-07-14T06:44:53Z
date_published: 2022-01-01T00:00:00Z
date_updated: 2025-04-22T13:45:18Z
day: '01'
ddc:
- '516'
department:
- _id: HeEd
doi: 10.1007/s10208-021-09520-0
ec_funded: 1
external_id:
  isi:
  - '000673039600001'
file:
- access_level: open_access
  checksum: f1d372ec3c08ec22e84f8e93e1126b8c
  content_type: application/pdf
  creator: mwintrae
  date_created: 2021-07-14T06:44:36Z
  date_updated: 2021-07-14T06:44:36Z
  file_id: '9650'
  file_name: Boissonnat-Wintraecken2021_Article_TheTopologicalCorrectnessOfPLA.pdf
  file_size: 1455699
  relation: main_file
file_date_updated: 2021-07-14T06:44:36Z
has_accepted_license: '1'
intvolume: '        22'
isi: 1
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 967-1012
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 'Foundations of Computational Mathematics '
publication_identifier:
  eissn:
  - 1615-3383
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  record:
  - id: '7952'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: The topological correctness of PL approximations of isomanifolds
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 22
year: '2022'
...
---
_id: '8248'
abstract:
- lang: eng
  text: 'We consider the following setting: suppose that we are given a manifold M
    in Rd with positive reach. Moreover assume that we have an embedded simplical
    complex A without boundary, whose vertex set lies on the manifold, is sufficiently
    dense and such that all simplices in A have sufficient quality. We prove that
    if, locally, interiors of the projection of the simplices onto the tangent space
    do not intersect, then A is a triangulation of the manifold, that is, they are
    homeomorphic.'
acknowledgement: "Open access funding provided by the Institute of Science and Technology
  (IST Austria). Arijit Ghosh is supported by the Ramanujan Fellowship (No. SB/S2/RJN-064/2015),
  India.\r\nThis work has been funded by the European Research Council under the European
  Union’s ERC Grant Agreement number 339025 GUDHI (Algorithmic Foundations of Geometric
  Understanding in Higher Dimensions). The third author is supported by Ramanujan
  Fellowship (No. SB/S2/RJN-064/2015), India. The fifth author also received funding
  from the European Union’s Horizon 2020 research and innovation programme under the
  Marie Skłodowska-Curie Grant Agreement No. 754411."
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Ramsay
  full_name: Dyer, Ramsay
  last_name: Dyer
- first_name: Arijit
  full_name: Ghosh, Arijit
  last_name: Ghosh
- first_name: Andre
  full_name: Lieutier, Andre
  last_name: Lieutier
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Boissonnat J-D, Dyer R, Ghosh A, Lieutier A, Wintraecken M. Local conditions
    for triangulating submanifolds of Euclidean space. <i>Discrete and Computational
    Geometry</i>. 2021;66:666-686. doi:<a href="https://doi.org/10.1007/s00454-020-00233-9">10.1007/s00454-020-00233-9</a>
  apa: Boissonnat, J.-D., Dyer, R., Ghosh, A., Lieutier, A., &#38; Wintraecken, M.
    (2021). Local conditions for triangulating submanifolds of Euclidean space. <i>Discrete
    and Computational Geometry</i>. Springer Nature. <a href="https://doi.org/10.1007/s00454-020-00233-9">https://doi.org/10.1007/s00454-020-00233-9</a>
  chicago: Boissonnat, Jean-Daniel, Ramsay Dyer, Arijit Ghosh, Andre Lieutier, and
    Mathijs Wintraecken. “Local Conditions for Triangulating Submanifolds of Euclidean
    Space.” <i>Discrete and Computational Geometry</i>. Springer Nature, 2021. <a
    href="https://doi.org/10.1007/s00454-020-00233-9">https://doi.org/10.1007/s00454-020-00233-9</a>.
  ieee: J.-D. Boissonnat, R. Dyer, A. Ghosh, A. Lieutier, and M. Wintraecken, “Local
    conditions for triangulating submanifolds of Euclidean space,” <i>Discrete and
    Computational Geometry</i>, vol. 66. Springer Nature, pp. 666–686, 2021.
  ista: Boissonnat J-D, Dyer R, Ghosh A, Lieutier A, Wintraecken M. 2021. Local conditions
    for triangulating submanifolds of Euclidean space. Discrete and Computational
    Geometry. 66, 666–686.
  mla: Boissonnat, Jean-Daniel, et al. “Local Conditions for Triangulating Submanifolds
    of Euclidean Space.” <i>Discrete and Computational Geometry</i>, vol. 66, Springer
    Nature, 2021, pp. 666–86, doi:<a href="https://doi.org/10.1007/s00454-020-00233-9">10.1007/s00454-020-00233-9</a>.
  short: J.-D. Boissonnat, R. Dyer, A. Ghosh, A. Lieutier, M. Wintraecken, Discrete
    and Computational Geometry 66 (2021) 666–686.
corr_author: '1'
date_created: 2020-08-11T07:11:51Z
date_published: 2021-09-01T00:00:00Z
date_updated: 2025-04-14T07:44:05Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.1007/s00454-020-00233-9
ec_funded: 1
external_id:
  isi:
  - '000558119300001'
has_accepted_license: '1'
intvolume: '        66'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/s00454-020-00233-9
month: '09'
oa: 1
oa_version: Published Version
page: 666-686
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Discrete and Computational Geometry
publication_identifier:
  eissn:
  - 1432-0444
  issn:
  - 0179-5376
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Local conditions for triangulating submanifolds of Euclidean space
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 66
year: '2021'
...
---
_id: '8940'
abstract:
- lang: eng
  text: We quantise Whitney’s construction to prove the existence of a triangulation
    for any C^2 manifold, so that we get an algorithm with explicit bounds. We also
    give a new elementary proof, which is completely geometric.
acknowledgement: This work has been funded by the European Research Council under
  the European Union’s ERC Grant Agreement Number 339025 GUDHI (Algorithmic Foundations
  of Geometric Understanding in Higher Dimensions). The third author also received
  funding from the European Union’s Horizon 2020 research and innovation programme
  under the Marie Skłodowska-Curie Grant Agreement No. 754411. Open access funding
  provided by the Institute of Science and Technology (IST Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Siargey
  full_name: Kachanovich, Siargey
  last_name: Kachanovich
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Boissonnat J-D, Kachanovich S, Wintraecken M. Triangulating submanifolds:
    An elementary and quantified version of Whitney’s method. <i>Discrete &#38; Computational
    Geometry</i>. 2021;66(1):386-434. doi:<a href="https://doi.org/10.1007/s00454-020-00250-8">10.1007/s00454-020-00250-8</a>'
  apa: 'Boissonnat, J.-D., Kachanovich, S., &#38; Wintraecken, M. (2021). Triangulating
    submanifolds: An elementary and quantified version of Whitney’s method. <i>Discrete
    &#38; Computational Geometry</i>. Springer Nature. <a href="https://doi.org/10.1007/s00454-020-00250-8">https://doi.org/10.1007/s00454-020-00250-8</a>'
  chicago: 'Boissonnat, Jean-Daniel, Siargey Kachanovich, and Mathijs Wintraecken.
    “Triangulating Submanifolds: An Elementary and Quantified Version of Whitney’s
    Method.” <i>Discrete &#38; Computational Geometry</i>. Springer Nature, 2021.
    <a href="https://doi.org/10.1007/s00454-020-00250-8">https://doi.org/10.1007/s00454-020-00250-8</a>.'
  ieee: 'J.-D. Boissonnat, S. Kachanovich, and M. Wintraecken, “Triangulating submanifolds:
    An elementary and quantified version of Whitney’s method,” <i>Discrete &#38; Computational
    Geometry</i>, vol. 66, no. 1. Springer Nature, pp. 386–434, 2021.'
  ista: 'Boissonnat J-D, Kachanovich S, Wintraecken M. 2021. Triangulating submanifolds:
    An elementary and quantified version of Whitney’s method. Discrete &#38; Computational
    Geometry. 66(1), 386–434.'
  mla: 'Boissonnat, Jean-Daniel, et al. “Triangulating Submanifolds: An Elementary
    and Quantified Version of Whitney’s Method.” <i>Discrete &#38; Computational Geometry</i>,
    vol. 66, no. 1, Springer Nature, 2021, pp. 386–434, doi:<a href="https://doi.org/10.1007/s00454-020-00250-8">10.1007/s00454-020-00250-8</a>.'
  short: J.-D. Boissonnat, S. Kachanovich, M. Wintraecken, Discrete &#38; Computational
    Geometry 66 (2021) 386–434.
corr_author: '1'
date_created: 2020-12-12T11:07:02Z
date_published: 2021-07-01T00:00:00Z
date_updated: 2025-04-14T07:43:50Z
day: '01'
ddc:
- '516'
department:
- _id: HeEd
doi: 10.1007/s00454-020-00250-8
ec_funded: 1
external_id:
  isi:
  - '000597770300001'
file:
- access_level: open_access
  checksum: c848986091e56699dc12de85adb1e39c
  content_type: application/pdf
  creator: kschuh
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  date_updated: 2021-08-06T09:52:29Z
  file_id: '9795'
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  file_size: 983307
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  success: 1
file_date_updated: 2021-08-06T09:52:29Z
has_accepted_license: '1'
intvolume: '        66'
isi: 1
issue: '1'
keyword:
- Theoretical Computer Science
- Computational Theory and Mathematics
- Geometry and Topology
- Discrete Mathematics and Combinatorics
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 386-434
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Discrete & Computational Geometry
publication_identifier:
  eissn:
  - 1432-0444
  issn:
  - 0179-5376
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Triangulating submanifolds: An elementary and quantified version of Whitney’s
  method'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 66
year: '2021'
...
---
_id: '9441'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e. submanifolds of ℝ^d defined as the zero set of some multivariate
    multivalued smooth function f: ℝ^d → ℝ^{d-n}, where n is the intrinsic dimension
    of the manifold. A natural way to approximate a smooth isomanifold M is to consider
    its Piecewise-Linear (PL) approximation M̂ based on a triangulation \U0001D4AF
    of the ambient space ℝ^d. In this paper, we describe a simple algorithm to trace
    isomanifolds from a given starting point. The algorithm works for arbitrary dimensions
    n and d, and any precision D. Our main result is that, when f (or M) has bounded
    complexity, the complexity of the algorithm is polynomial in d and δ = 1/D (and
    unavoidably exponential in n). Since it is known that for δ = Ω (d^{2.5}), M̂
    is O(D²)-close and isotopic to M, our algorithm produces a faithful PL-approximation
    of isomanifolds of bounded complexity in time polynomial in d. Combining this
    algorithm with dimensionality reduction techniques, the dependency on d in the
    size of M̂ can be completely removed with high probability. We also show that
    the algorithm can handle isomanifolds with boundary and, more generally, isostratifolds.
    The algorithm for isomanifolds with boundary has been implemented and experimental
    results are reported, showing that it is practical and can handle cases that are
    far ahead of the state-of-the-art. "
acknowledgement: We thank Dominique Attali, Guilherme de Fonseca, Arijit Ghosh, Vincent
  Pilaud and Aurélien Alvarez for their comments and suggestions. We also acknowledge
  the reviewers.
alternative_title:
- LIPIcs
article_processing_charge: No
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Siargey
  full_name: Kachanovich, Siargey
  last_name: Kachanovich
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Boissonnat J-D, Kachanovich S, Wintraecken M. Tracing isomanifolds in Rd in
    time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations. In: <i>37th
    International Symposium on Computational Geometry (SoCG 2021)</i>. Vol 189. Leibniz
    International Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik; 2021:17:1-17:16. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">10.4230/LIPIcs.SoCG.2021.17</a>'
  apa: 'Boissonnat, J.-D., Kachanovich, S., &#38; Wintraecken, M. (2021). Tracing
    isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations.
    In <i>37th International Symposium on Computational Geometry (SoCG 2021)</i> (Vol.
    189, p. 17:1-17:16). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">https://doi.org/10.4230/LIPIcs.SoCG.2021.17</a>'
  chicago: 'Boissonnat, Jean-Daniel, Siargey Kachanovich, and Mathijs Wintraecken.
    “Tracing Isomanifolds in Rd in Time Polynomial in d Using Coxeter-Freudenthal-Kuhn
    Triangulations.” In <i>37th International Symposium on Computational Geometry
    (SoCG 2021)</i>, 189:17:1-17:16. Leibniz International Proceedings in Informatics
    (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2021. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">https://doi.org/10.4230/LIPIcs.SoCG.2021.17</a>.'
  ieee: J.-D. Boissonnat, S. Kachanovich, and M. Wintraecken, “Tracing isomanifolds
    in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations,”
    in <i>37th International Symposium on Computational Geometry (SoCG 2021)</i>,
    Virtual, 2021, vol. 189, p. 17:1-17:16.
  ista: 'Boissonnat J-D, Kachanovich S, Wintraecken M. 2021. Tracing isomanifolds
    in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations. 37th
    International Symposium on Computational Geometry (SoCG 2021). SoCG: Symposium
    on Computational GeometryLeibniz International Proceedings in Informatics (LIPIcs),
    LIPIcs, vol. 189, 17:1-17:16.'
  mla: Boissonnat, Jean-Daniel, et al. “Tracing Isomanifolds in Rd in Time Polynomial
    in d Using Coxeter-Freudenthal-Kuhn Triangulations.” <i>37th International Symposium
    on Computational Geometry (SoCG 2021)</i>, vol. 189, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2021, p. 17:1-17:16, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.17">10.4230/LIPIcs.SoCG.2021.17</a>.
  short: J.-D. Boissonnat, S. Kachanovich, M. Wintraecken, in:, 37th International
    Symposium on Computational Geometry (SoCG 2021), Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, Dagstuhl, Germany, 2021, p. 17:1-17:16.
conference:
  end_date: 2021-06-11
  location: Virtual
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2021-06-07
date_created: 2021-06-02T10:10:55Z
date_published: 2021-06-02T00:00:00Z
date_updated: 2025-04-15T07:09:18Z
day: '02'
ddc:
- '005'
- '516'
- '514'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2021.17
ec_funded: 1
file:
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  checksum: c322aa48d5d35a35877896cc565705b6
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  creator: mwintrae
  date_created: 2021-06-02T10:22:33Z
  date_updated: 2021-06-02T10:22:33Z
  file_id: '9442'
  file_name: LIPIcs-SoCG-2021-17.pdf
  file_size: 1972902
  relation: main_file
  success: 1
file_date_updated: 2021-06-02T10:22:33Z
has_accepted_license: '1'
intvolume: '       189'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 17:1-17:16
place: Dagstuhl, Germany
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 37th International Symposium on Computational Geometry (SoCG 2021)
publication_identifier:
  isbn:
  - 978-3-95977-184-9
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
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series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: Tracing isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn
  triangulations
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  short: CC BY (4.0)
type: conference
user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425
volume: 189
year: '2021'
...
---
_id: '9345'
abstract:
- lang: eng
  text: Modeling a crystal as a periodic point set, we present a fingerprint consisting
    of density functionsthat facilitates the efficient search for new materials and
    material properties. We prove invarianceunder isometries, continuity, and completeness
    in the generic case, which are necessary featuresfor the reliable comparison of
    crystals. The proof of continuity integrates methods from discretegeometry and
    lattice theory, while the proof of generic completeness combines techniques fromgeometry
    with analysis. The fingerprint has a fast algorithm based on Brillouin zones and
    relatedinclusion-exclusion formulae. We have implemented the algorithm and describe
    its application tocrystal structure prediction.
acknowledgement: The authors thank Janos Pach for insightful discussions on the topic
  of thispaper, Morteza Saghafian for finding the one-dimensional counterexample mentioned
  in Section 5,and Larry Andrews for generously sharing his crystallographic perspective.
alternative_title:
- LIPIcs
article_processing_charge: No
author:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Teresa
  full_name: Heiss, Teresa
  id: 4879BB4E-F248-11E8-B48F-1D18A9856A87
  last_name: Heiss
  orcid: 0000-0002-1780-2689
- first_name: Vitaliy
  full_name: ' Kurlin , Vitaliy'
  last_name: ' Kurlin '
- first_name: Philip
  full_name: Smith, Philip
  last_name: Smith
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Edelsbrunner H, Heiss T,  Kurlin  V, Smith P, Wintraecken M. The density fingerprint
    of a periodic point set. In: <i>37th International Symposium on Computational
    Geometry (SoCG 2021)</i>. Vol 189. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
    2021:32:1-32:16. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.32">10.4230/LIPIcs.SoCG.2021.32</a>'
  apa: 'Edelsbrunner, H., Heiss, T.,  Kurlin , V., Smith, P., &#38; Wintraecken, M.
    (2021). The density fingerprint of a periodic point set. In <i>37th International
    Symposium on Computational Geometry (SoCG 2021)</i> (Vol. 189, p. 32:1-32:16).
    Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.32">https://doi.org/10.4230/LIPIcs.SoCG.2021.32</a>'
  chicago: Edelsbrunner, Herbert, Teresa Heiss, Vitaliy  Kurlin , Philip Smith, and
    Mathijs Wintraecken. “The Density Fingerprint of a Periodic Point Set.” In <i>37th
    International Symposium on Computational Geometry (SoCG 2021)</i>, 189:32:1-32:16.
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.32">https://doi.org/10.4230/LIPIcs.SoCG.2021.32</a>.
  ieee: H. Edelsbrunner, T. Heiss, V.  Kurlin , P. Smith, and M. Wintraecken, “The
    density fingerprint of a periodic point set,” in <i>37th International Symposium
    on Computational Geometry (SoCG 2021)</i>, Virtual, 2021, vol. 189, p. 32:1-32:16.
  ista: 'Edelsbrunner H, Heiss T,  Kurlin  V, Smith P, Wintraecken M. 2021. The density
    fingerprint of a periodic point set. 37th International Symposium on Computational
    Geometry (SoCG 2021). SoCG: Symposium on Computational Geometry, LIPIcs, vol.
    189, 32:1-32:16.'
  mla: Edelsbrunner, Herbert, et al. “The Density Fingerprint of a Periodic Point
    Set.” <i>37th International Symposium on Computational Geometry (SoCG 2021)</i>,
    vol. 189, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, p. 32:1-32:16,
    doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2021.32">10.4230/LIPIcs.SoCG.2021.32</a>.
  short: H. Edelsbrunner, T. Heiss, V.  Kurlin , P. Smith, M. Wintraecken, in:, 37th
    International Symposium on Computational Geometry (SoCG 2021), Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2021, p. 32:1-32:16.
conference:
  end_date: 2021-06-11
  location: Virtual
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2021-06-07
date_created: 2021-04-22T08:09:58Z
date_published: 2021-06-02T00:00:00Z
date_updated: 2026-04-07T12:54:09Z
day: '02'
ddc:
- '004'
- '516'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2021.32
ec_funded: 1
file:
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  checksum: 1787baef1523d6d93753b90d0c109a6d
  content_type: application/pdf
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  date_created: 2021-04-22T08:08:14Z
  date_updated: 2021-04-22T08:08:14Z
  file_id: '9346'
  file_name: df_socg_final_version.pdf
  file_size: 3117435
  relation: main_file
  success: 1
file_date_updated: 2021-04-22T08:08:14Z
has_accepted_license: '1'
intvolume: '       189'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 32:1-32:16
project:
- _id: 266A2E9E-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '788183'
  name: Alpha Shape Theory Extended
- _id: 0aa4bc98-070f-11eb-9043-e6fff9c6a316
  grant_number: I4887
  name: Persistent Homology, Algorithms and Stochastic Geometry
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z00312
  name: Synaptic communication in neuronal microcircuits
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 37th International Symposium on Computational Geometry (SoCG 2021)
publication_identifier:
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
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scopus_import: '1'
status: public
title: The density fingerprint of a periodic point set
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  short: CC BY (4.0)
type: conference
user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425
volume: 189
year: '2021'
...
---
_id: '7952'
abstract:
- lang: eng
  text: "Isomanifolds are the generalization of isosurfaces to arbitrary dimension
    and codimension, i.e. manifolds defined as the zero set of some multivariate vector-valued
    smooth function f: ℝ^d → ℝ^(d-n). A natural (and efficient) way to approximate
    an isomanifold is to consider its Piecewise-Linear (PL) approximation based on
    a triangulation \U0001D4AF of the ambient space ℝ^d. In this paper, we give conditions
    under which the PL-approximation of an isomanifold is topologically equivalent
    to the isomanifold. The conditions are easy to satisfy in the sense that they
    can always be met by taking a sufficiently fine triangulation \U0001D4AF. This
    contrasts with previous results on the triangulation of manifolds where, in arbitrary
    dimensions, delicate perturbations are needed to guarantee topological correctness,
    which leads to strong limitations in practice. We further give a bound on the
    Fréchet distance between the original isomanifold and its PL-approximation. Finally
    we show analogous results for the PL-approximation of an isomanifold with boundary. "
alternative_title:
- LIPIcs
article_number: 20:1-20:18
article_processing_charge: No
author:
- first_name: Jean-Daniel
  full_name: Boissonnat, Jean-Daniel
  last_name: Boissonnat
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: 'Boissonnat J-D, Wintraecken M. The topological correctness of PL-approximations
    of isomanifolds. In: <i>36th International Symposium on Computational Geometry</i>.
    Vol 164. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2020. doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">10.4230/LIPIcs.SoCG.2020.20</a>'
  apa: 'Boissonnat, J.-D., &#38; Wintraecken, M. (2020). The topological correctness
    of PL-approximations of isomanifolds. In <i>36th International Symposium on Computational
    Geometry</i> (Vol. 164). Zürich, Switzerland: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">https://doi.org/10.4230/LIPIcs.SoCG.2020.20</a>'
  chicago: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL-Approximations of Isomanifolds.” In <i>36th International Symposium on Computational
    Geometry</i>, Vol. 164. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
    <a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">https://doi.org/10.4230/LIPIcs.SoCG.2020.20</a>.
  ieee: J.-D. Boissonnat and M. Wintraecken, “The topological correctness of PL-approximations
    of isomanifolds,” in <i>36th International Symposium on Computational Geometry</i>,
    Zürich, Switzerland, 2020, vol. 164.
  ista: 'Boissonnat J-D, Wintraecken M. 2020. The topological correctness of PL-approximations
    of isomanifolds. 36th International Symposium on Computational Geometry. SoCG:
    Symposium on Computational Geometry, LIPIcs, vol. 164, 20:1-20:18.'
  mla: Boissonnat, Jean-Daniel, and Mathijs Wintraecken. “The Topological Correctness
    of PL-Approximations of Isomanifolds.” <i>36th International Symposium on Computational
    Geometry</i>, vol. 164, 20:1-20:18, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
    2020, doi:<a href="https://doi.org/10.4230/LIPIcs.SoCG.2020.20">10.4230/LIPIcs.SoCG.2020.20</a>.
  short: J.-D. Boissonnat, M. Wintraecken, in:, 36th International Symposium on Computational
    Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
conference:
  end_date: 2020-06-26
  location: Zürich, Switzerland
  name: 'SoCG: Symposium on Computational Geometry'
  start_date: 2020-06-22
corr_author: '1'
date_created: 2020-06-09T07:24:11Z
date_published: 2020-06-01T00:00:00Z
date_updated: 2025-04-22T13:45:17Z
day: '01'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.4230/LIPIcs.SoCG.2020.20
ec_funded: 1
file:
- access_level: open_access
  checksum: 38cbfa4f5d484d267a35d44d210df044
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  creator: dernst
  date_created: 2020-06-17T10:13:34Z
  date_updated: 2020-07-14T12:48:06Z
  file_id: '7969'
  file_name: 2020_LIPIcsSoCG_Boissonnat.pdf
  file_size: 1009739
  relation: main_file
file_date_updated: 2020-07-14T12:48:06Z
has_accepted_license: '1'
intvolume: '       164'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: 36th International Symposium on Computational Geometry
publication_identifier:
  isbn:
  - 978-3-95977-143-6
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
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    relation: later_version
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scopus_import: '1'
status: public
title: The topological correctness of PL-approximations of isomanifolds
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  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 164
year: '2020'
...
---
_id: '8163'
abstract:
- lang: eng
  text: Fejes Tóth [3] studied approximations of smooth surfaces in three-space by
    piecewise flat triangular meshes with a given number of vertices on the surface
    that are optimal with respect to Hausdorff distance. He proves that this Hausdorff
    distance decreases inversely proportional with the number of vertices of the approximating
    mesh if the surface is convex. He also claims that this Hausdorff distance is
    inversely proportional to the square of the number of vertices for a specific
    non-convex surface, namely a one-sheeted hyperboloid of revolution bounded by
    two congruent circles. We refute this claim, and show that the asymptotic behavior
    of the Hausdorff distance is linear, that is the same as for convex surfaces.
acknowledgement: "The authors are greatly indebted to Dror Atariah, Günther Rote and
  John Sullivan for discussion and suggestions. The authors also thank Jean-Daniel
  Boissonnat, Ramsay Dyer, David de Laat and Rien van de Weijgaert for discussion.
  This work has been supported in part by the European Union’s Seventh Framework Programme
  for Research of the\r\nEuropean Commission, under FET-Open grant number 255827 (CGL
  Computational Geometry Learning) and ERC Grant Agreement number 339025 GUDHI (Algorithmic
  Foundations of Geometry Understanding in Higher Dimensions), the European Union’s
  Horizon 2020 research and innovation programme under the Marie Sk lodowska-Curie
  grant agreement number 754411,and the Austrian Science Fund (FWF): Z00342 N31."
article_processing_charge: No
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author:
- first_name: Gert
  full_name: Vegter, Gert
  last_name: Vegter
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Vegter G, Wintraecken M. Refutation of a claim made by Fejes Tóth on the accuracy
    of surface meshes. <i>Studia Scientiarum Mathematicarum Hungarica</i>. 2020;57(2):193-199.
    doi:<a href="https://doi.org/10.1556/012.2020.57.2.1454">10.1556/012.2020.57.2.1454</a>
  apa: Vegter, G., &#38; Wintraecken, M. (2020). Refutation of a claim made by Fejes
    Tóth on the accuracy of surface meshes. <i>Studia Scientiarum Mathematicarum Hungarica</i>.
    Akadémiai Kiadó. <a href="https://doi.org/10.1556/012.2020.57.2.1454">https://doi.org/10.1556/012.2020.57.2.1454</a>
  chicago: Vegter, Gert, and Mathijs Wintraecken. “Refutation of a Claim Made by Fejes
    Tóth on the Accuracy of Surface Meshes.” <i>Studia Scientiarum Mathematicarum
    Hungarica</i>. Akadémiai Kiadó, 2020. <a href="https://doi.org/10.1556/012.2020.57.2.1454">https://doi.org/10.1556/012.2020.57.2.1454</a>.
  ieee: G. Vegter and M. Wintraecken, “Refutation of a claim made by Fejes Tóth on
    the accuracy of surface meshes,” <i>Studia Scientiarum Mathematicarum Hungarica</i>,
    vol. 57, no. 2. Akadémiai Kiadó, pp. 193–199, 2020.
  ista: Vegter G, Wintraecken M. 2020. Refutation of a claim made by Fejes Tóth on
    the accuracy of surface meshes. Studia Scientiarum Mathematicarum Hungarica. 57(2),
    193–199.
  mla: Vegter, Gert, and Mathijs Wintraecken. “Refutation of a Claim Made by Fejes
    Tóth on the Accuracy of Surface Meshes.” <i>Studia Scientiarum Mathematicarum
    Hungarica</i>, vol. 57, no. 2, Akadémiai Kiadó, 2020, pp. 193–99, doi:<a href="https://doi.org/10.1556/012.2020.57.2.1454">10.1556/012.2020.57.2.1454</a>.
  short: G. Vegter, M. Wintraecken, Studia Scientiarum Mathematicarum Hungarica 57
    (2020) 193–199.
corr_author: '1'
date_created: 2020-07-24T07:09:18Z
date_published: 2020-07-24T00:00:00Z
date_updated: 2025-04-15T07:16:57Z
day: '24'
ddc:
- '510'
department:
- _id: HeEd
doi: 10.1556/012.2020.57.2.1454
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  name: Mathematics, Computer Science
publication: Studia Scientiarum Mathematicarum Hungarica
publication_identifier:
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publication_status: published
publisher: Akadémiai Kiadó
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---
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abstract:
- lang: eng
  text: Coxeter triangulations are triangulations of Euclidean space based on a single
    simplex. By this we mean that given an individual simplex we can recover the entire
    triangulation of Euclidean space by inductively reflecting in the faces of the
    simplex. In this paper we establish that the quality of the simplices in all Coxeter
    triangulations is O(1/d−−√) of the quality of regular simplex. We further investigate
    the Delaunay property for these triangulations. Moreover, we consider an extension
    of the Delaunay property, namely protection, which is a measure of non-degeneracy
    of a Delaunay triangulation. In particular, one family of Coxeter triangulations
    achieves the protection O(1/d2). We conjecture that both bounds are optimal for
    triangulations in Euclidean space.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Aruni
  full_name: Choudhary, Aruni
  last_name: Choudhary
- first_name: Siargey
  full_name: Kachanovich, Siargey
  last_name: Kachanovich
- first_name: Mathijs
  full_name: Wintraecken, Mathijs
  id: 307CFBC8-F248-11E8-B48F-1D18A9856A87
  last_name: Wintraecken
  orcid: 0000-0002-7472-2220
citation:
  ama: Choudhary A, Kachanovich S, Wintraecken M. Coxeter triangulations have good
    quality. <i>Mathematics in Computer Science</i>. 2020;14:141-176. doi:<a href="https://doi.org/10.1007/s11786-020-00461-5">10.1007/s11786-020-00461-5</a>
  apa: Choudhary, A., Kachanovich, S., &#38; Wintraecken, M. (2020). Coxeter triangulations
    have good quality. <i>Mathematics in Computer Science</i>. Springer Nature. <a
    href="https://doi.org/10.1007/s11786-020-00461-5">https://doi.org/10.1007/s11786-020-00461-5</a>
  chicago: Choudhary, Aruni, Siargey Kachanovich, and Mathijs Wintraecken. “Coxeter
    Triangulations Have Good Quality.” <i>Mathematics in Computer Science</i>. Springer
    Nature, 2020. <a href="https://doi.org/10.1007/s11786-020-00461-5">https://doi.org/10.1007/s11786-020-00461-5</a>.
  ieee: A. Choudhary, S. Kachanovich, and M. Wintraecken, “Coxeter triangulations
    have good quality,” <i>Mathematics in Computer Science</i>, vol. 14. Springer
    Nature, pp. 141–176, 2020.
  ista: Choudhary A, Kachanovich S, Wintraecken M. 2020. Coxeter triangulations have
    good quality. Mathematics in Computer Science. 14, 141–176.
  mla: Choudhary, Aruni, et al. “Coxeter Triangulations Have Good Quality.” <i>Mathematics
    in Computer Science</i>, vol. 14, Springer Nature, 2020, pp. 141–76, doi:<a href="https://doi.org/10.1007/s11786-020-00461-5">10.1007/s11786-020-00461-5</a>.
  short: A. Choudhary, S. Kachanovich, M. Wintraecken, Mathematics in Computer Science
    14 (2020) 141–176.
corr_author: '1'
date_created: 2020-03-05T13:30:18Z
date_published: 2020-03-01T00:00:00Z
date_updated: 2025-04-14T07:44:03Z
day: '01'
ddc:
- '510'
department:
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doi: 10.1007/s11786-020-00461-5
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  file_size: 872275
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intvolume: '        14'
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month: '03'
oa: 1
oa_version: Published Version
page: 141-176
project:
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  name: IST Austria Open Access Fund
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
publication: Mathematics in Computer Science
publication_identifier:
  eissn:
  - 1661-8289
  issn:
  - 1661-8270
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Coxeter triangulations have good quality
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  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
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...
