---
_id: '64865'
abstract:
- lang: eng
  text: We provide a method to systematically construct vector fields for which the
    dynamics display transitions corresponding to a desired hierarchical connection
    structure. This structure is given as a finite set of directed graphs $\mathbf{G}_1,\dotsc,\mathbf{G}_N$
    (the lower level), together with another digraph $\mathbfΓ$ on $N$ vertices (the
    top level). The dynamic realizations of $\mathbf{G}_1,\dotsc,\mathbf{G}_N$ are
    heteroclinic networks and they can be thought of as individual connection patterns
    on a given set of states. Edges in $\mathbfΓ$ correspond to transitions between
    these different patterns. In our construction, the connections given through $\mathbfΓ$
    are not heteroclinic, but excitable with zero threshold. This describes a dynamical
    transition between two invariant sets where every $δ$-neighborhood of the first
    set contains an initial condition with $ω$-limit in the second set. Thus, we prove
    a theorem that allows the systematic creation of hierarchical networks that are
    excitable on the top level, and heteroclinic on the lower level. Our results modify
    and extend the simplex realization method by Ashwin & Postlethwaite.
author:
- first_name: Sören
  full_name: von der Gracht, Sören
  id: '97359'
  last_name: von der Gracht
  orcid: 0000-0002-8054-2058
- first_name: Alexander
  full_name: Lohse, Alexander
  last_name: Lohse
citation:
  ama: von der Gracht S, Lohse A. Design of Hierarchical Excitable Networks. <i>arXiv:260306157</i>.
    Published online 2026.
  apa: von der Gracht, S., &#38; Lohse, A. (2026). Design of Hierarchical Excitable
    Networks. In <i>arXiv:2603.06157</i>.
  bibtex: '@article{von der Gracht_Lohse_2026, title={Design of Hierarchical Excitable
    Networks}, journal={arXiv:2603.06157}, author={von der Gracht, Sören and Lohse,
    Alexander}, year={2026} }'
  chicago: Gracht, Sören von der, and Alexander Lohse. “Design of Hierarchical Excitable
    Networks.” <i>ArXiv:2603.06157</i>, 2026.
  ieee: S. von der Gracht and A. Lohse, “Design of Hierarchical Excitable Networks,”
    <i>arXiv:2603.06157</i>. 2026.
  mla: von der Gracht, Sören, and Alexander Lohse. “Design of Hierarchical Excitable
    Networks.” <i>ArXiv:2603.06157</i>, 2026.
  short: S. von der Gracht, A. Lohse, ArXiv:2603.06157 (2026).
date_created: 2026-03-09T08:22:58Z
date_updated: 2026-03-09T08:26:49Z
ddc:
- '510'
department:
- _id: '101'
- _id: '841'
external_id:
  arxiv:
  - '2603.06157'
file:
- access_level: closed
  content_type: application/pdf
  creator: svdg
  date_created: 2026-03-09T08:26:04Z
  date_updated: 2026-03-09T08:26:04Z
  file_id: '64866'
  file_name: design-of-hierarchical-excitable-networks.pdf
  file_size: 5179491
  relation: main_file
  success: 1
file_date_updated: 2026-03-09T08:26:04Z
has_accepted_license: '1'
language:
- iso: eng
publication: arXiv:2603.06157
related_material:
  link:
  - relation: research_paper
    url: https://s-vdg.github.io/publication/design-of-hierarchical-excitable-networks/design-of-hierarchical-excitable-networks.pdf
status: public
title: Design of Hierarchical Excitable Networks
type: preprint
user_id: '97359'
year: '2026'
...
---
_id: '63557'
abstract:
- lang: eng
  text: We discretise a recently proposed new Lagrangian approach to optimal control
    problems with dynamics described by force-controlled Euler-Lagrange equations
    (Konopik et al., in Nonlinearity 38:11, 2025). The resulting discretisations are
    in the form of discrete Lagrangians. We show that the discrete necessary conditions
    for optimality obtained provide variational integrators for the continuous problem,
    akin to Karush-Kuhn-Tucker (KKT) conditions for standard direct approaches. This
    approach paves the way for the use of variational error analysis to derive the
    order of convergence of the resulting numerical schemes for both state and costate
    variables and to apply discrete Noether’s theorem to compute conserved quantities,
    distinguishing itself from existing geometric approaches. We show for a family
    of low-order discretisations that the resulting numerical schemes are ‘doubly-symplectic’,
    meaning they yield forced symplectic integrators for the underlying controlled
    mechanical system and overall symplectic integrators in the state-adjoint space.
    Multi-body dynamics examples are solved numerically using the new approach. In
    addition, the new approach is compared to standard direct approaches in terms
    of computational performance and error convergence. The results highlight the
    advantages of the new approach, namely, better performance and convergence behaviour
    of state and costate variables consistent with variational error analysis and
    automatic preservation of certain first integrals.
author:
- first_name: Michael
  full_name: Konopik, Michael
  last_name: Konopik
- first_name: Sigrid
  full_name: Leyendecker, Sigrid
  last_name: Leyendecker
- first_name: Sofya
  full_name: Maslovskaya, Sofya
  id: '87909'
  last_name: Maslovskaya
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Rodrigo T.
  full_name: Sato Martín de Almagro, Rodrigo T.
  last_name: Sato Martín de Almagro
citation:
  ama: Konopik M, Leyendecker S, Maslovskaya S, Ober-Blöbaum S, Sato Martín de Almagro
    RT. On the variational discretisation of optimal control problems for unconstrained
    Lagrangian dynamics. <i>Multibody System Dynamics</i>. Published online 2026.
    doi:<a href="https://doi.org/10.1007/s11044-025-10138-1">10.1007/s11044-025-10138-1</a>
  apa: Konopik, M., Leyendecker, S., Maslovskaya, S., Ober-Blöbaum, S., &#38; Sato Martín de Almagro,
    R. T. (2026). On the variational discretisation of optimal control problems for
    unconstrained Lagrangian dynamics. <i>Multibody System Dynamics</i>. <a href="https://doi.org/10.1007/s11044-025-10138-1">https://doi.org/10.1007/s11044-025-10138-1</a>
  bibtex: '@article{Konopik_Leyendecker_Maslovskaya_Ober-Blöbaum_Sato Martín de Almagro_2026,
    title={On the variational discretisation of optimal control problems for unconstrained
    Lagrangian dynamics}, DOI={<a href="https://doi.org/10.1007/s11044-025-10138-1">10.1007/s11044-025-10138-1</a>},
    journal={Multibody System Dynamics}, publisher={Springer Science and Business
    Media LLC}, author={Konopik, Michael and Leyendecker, Sigrid and Maslovskaya,
    Sofya and Ober-Blöbaum, Sina and Sato Martín de Almagro, Rodrigo T.}, year={2026}
    }'
  chicago: Konopik, Michael, Sigrid Leyendecker, Sofya Maslovskaya, Sina Ober-Blöbaum,
    and Rodrigo T. Sato Martín de Almagro. “On the Variational Discretisation of Optimal
    Control Problems for Unconstrained Lagrangian Dynamics.” <i>Multibody System Dynamics</i>,
    2026. <a href="https://doi.org/10.1007/s11044-025-10138-1">https://doi.org/10.1007/s11044-025-10138-1</a>.
  ieee: 'M. Konopik, S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, and R. T. Sato Martín de Almagro,
    “On the variational discretisation of optimal control problems for unconstrained
    Lagrangian dynamics,” <i>Multibody System Dynamics</i>, 2026, doi: <a href="https://doi.org/10.1007/s11044-025-10138-1">10.1007/s11044-025-10138-1</a>.'
  mla: Konopik, Michael, et al. “On the Variational Discretisation of Optimal Control
    Problems for Unconstrained Lagrangian Dynamics.” <i>Multibody System Dynamics</i>,
    Springer Science and Business Media LLC, 2026, doi:<a href="https://doi.org/10.1007/s11044-025-10138-1">10.1007/s11044-025-10138-1</a>.
  short: M. Konopik, S. Leyendecker, S. Maslovskaya, S. Ober-Blöbaum, R.T. Sato Martín de Almagro,
    Multibody System Dynamics (2026).
date_created: 2026-01-12T11:33:54Z
date_updated: 2026-01-12T11:35:27Z
department:
- _id: '636'
doi: 10.1007/s11044-025-10138-1
language:
- iso: eng
publication: Multibody System Dynamics
publication_identifier:
  issn:
  - 1384-5640
  - 1573-272X
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: On the variational discretisation of optimal control problems for unconstrained
  Lagrangian dynamics
type: journal_article
user_id: '87909'
year: '2026'
...
---
_id: '64979'
abstract:
- lang: eng
  text: We investigate homogeneous coupled cell systems with high-dimensional internal
    dynamics. In many studies on network dynamics, the analysis is restricted to networks
    with one-dimensional internal dynamics. Here, we show how symmetry explains the
    relation between dynamical behavior of systems with one-dimensional internal dynamics
    and with higher dimensional internal dynamics, when the underlying network topology
    is the same. Fundamental networks of homogeneous coupled cell systems (B. Rink,
    J. Sanders. Coupled Cell Networks and Their Hidden Symmetries. SIAM J. Math. Anal.
    46.2 (2014)) can be expressed in terms of monoid representations, which uniquely
    decompose into indecomposable subrepresentations. In the high-dimensional internal
    dynamics case, these subrepresentations are isomorphic to multiple copies of those
    one computes in the one-dimensional internal dynamics case. This has interesting
    implications for possible center subspaces in bifurcation analysis. We describe
    the effect on steady state and Hopf bifurcations in l-parameter families of network
    vector fields. The main results in that regard are that (1) generic one-parameter
    steady state bifurcations are qualitatively independent of the dimension of the
    internal dynamics and that, (2) in order to observe all generic l-parameter bifurcations
    that may occur for internal dynamics of any dimension, the internal dynamics has
    to be at least l-dimensional for steady state bifurcations and 2l-dimensional
    for Hopf bifurcations. Furthermore, we illustrate how additional structure in
    the network can be exploited to obtain even greater understanding of bifurcation
    scenarios in the high-dimensional case beyond qualitative statements about the
    collective dynamics. One-parameter steady state bifurcations in feedforward networks
    exhibit an unusual amplification in the asymptotic growth rates of individual
    cells, when these are one-dimensional (S. von der Gracht, E. Nijholt, B. Rink.
    Amplified steady state bifurcations in feedforward networks. Nonlinearity 35.4
    (2022)). As another main result, we prove that (3) the same cells exhibit this
    amplifying effect with the same growth rates when the internal dynamics is high-dimensional.
article_number: '118196'
article_type: original
author:
- first_name: Sören
  full_name: von der Gracht, Sören
  id: '97359'
  last_name: von der Gracht
  orcid: 0000-0002-8054-2058
- first_name: Eddie
  full_name: Nijholt, Eddie
  last_name: Nijholt
- first_name: Bob
  full_name: Rink, Bob
  last_name: Rink
citation:
  ama: von der Gracht S, Nijholt E, Rink B. Homogeneous coupled cell systems with
    high-dimensional internal dynamics. <i>Chaos, Solitons &#38; Fractals</i>. 2026;208.
    doi:<a href="https://doi.org/10.1016/j.chaos.2026.118196">10.1016/j.chaos.2026.118196</a>
  apa: von der Gracht, S., Nijholt, E., &#38; Rink, B. (2026). Homogeneous coupled
    cell systems with high-dimensional internal dynamics. <i>Chaos, Solitons &#38;
    Fractals</i>, <i>208</i>, Article 118196. <a href="https://doi.org/10.1016/j.chaos.2026.118196">https://doi.org/10.1016/j.chaos.2026.118196</a>
  bibtex: '@article{von der Gracht_Nijholt_Rink_2026, title={Homogeneous coupled cell
    systems with high-dimensional internal dynamics}, volume={208}, DOI={<a href="https://doi.org/10.1016/j.chaos.2026.118196">10.1016/j.chaos.2026.118196</a>},
    number={118196}, journal={Chaos, Solitons &#38; Fractals}, publisher={Elsevier
    BV}, author={von der Gracht, Sören and Nijholt, Eddie and Rink, Bob}, year={2026}
    }'
  chicago: Gracht, Sören von der, Eddie Nijholt, and Bob Rink. “Homogeneous Coupled
    Cell Systems with High-Dimensional Internal Dynamics.” <i>Chaos, Solitons &#38;
    Fractals</i> 208 (2026). <a href="https://doi.org/10.1016/j.chaos.2026.118196">https://doi.org/10.1016/j.chaos.2026.118196</a>.
  ieee: 'S. von der Gracht, E. Nijholt, and B. Rink, “Homogeneous coupled cell systems
    with high-dimensional internal dynamics,” <i>Chaos, Solitons &#38; Fractals</i>,
    vol. 208, Art. no. 118196, 2026, doi: <a href="https://doi.org/10.1016/j.chaos.2026.118196">10.1016/j.chaos.2026.118196</a>.'
  mla: von der Gracht, Sören, et al. “Homogeneous Coupled Cell Systems with High-Dimensional
    Internal Dynamics.” <i>Chaos, Solitons &#38; Fractals</i>, vol. 208, 118196, Elsevier
    BV, 2026, doi:<a href="https://doi.org/10.1016/j.chaos.2026.118196">10.1016/j.chaos.2026.118196</a>.
  short: S. von der Gracht, E. Nijholt, B. Rink, Chaos, Solitons &#38; Fractals 208
    (2026).
date_created: 2026-03-16T08:39:07Z
date_updated: 2026-03-16T08:42:56Z
ddc:
- '510'
department:
- _id: '101'
- _id: '841'
doi: 10.1016/j.chaos.2026.118196
external_id:
  arxiv:
  - '2510.06740'
file:
- access_level: closed
  content_type: application/pdf
  creator: svdg
  date_created: 2026-03-16T08:40:04Z
  date_updated: 2026-03-16T08:40:04Z
  file_id: '64980'
  file_name: homogeneous-coupled-cell-systems-with-high-dimensional-internal-dynamics.pdf
  file_size: 1951746
  relation: main_file
  success: 1
file_date_updated: 2026-03-16T08:40:04Z
has_accepted_license: '1'
intvolume: '       208'
keyword:
- Coupled cell systems
- Network dynamics
- Dimension reduction
- Bifurcation theory
- Symmetry
- Monoid representation theory
language:
- iso: eng
publication: Chaos, Solitons & Fractals
publication_identifier:
  issn:
  - 0960-0779
publication_status: published
publisher: Elsevier BV
status: public
title: Homogeneous coupled cell systems with high-dimensional internal dynamics
type: journal_article
user_id: '97359'
volume: 208
year: '2026'
...
---
_id: '59792'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n          <jats:p>Motivated by mechanical
    systems with symmetries, we focus on optimal control problems possessing certain
    symmetries. Following recent works (Faulwasser in Math Control Signals Syst 34:759–788
    2022; Trélat in Math Control Signals Syst 35:685–739 2023), which generalized
    the classical concept of <jats:italic>static turnpike to manifold turnpike</jats:italic>
    we extend the <jats:italic>exponential turnpike property</jats:italic> to the
    <jats:italic>exponential trim turnpike</jats:italic> for control systems with
    symmetries induced by abelian or non-abelian groups. Our analysis is mainly based
    on the geometric reduction of control systems with symmetries. More concretely,
    we first reduce the control system on the quotient space and state the turnpike
    theorem for the reduced problem. Then we use the group properties to obtain the
    <jats:italic>trim turnpike theorem</jats:italic> for the full problem. Finally,
    we illustrate our results on the Kepler problem and the rigid body problem.\r\n</jats:p>"
author:
- first_name: Kathrin
  full_name: Flaßkamp, Kathrin
  last_name: Flaßkamp
- first_name: Sofya
  full_name: Maslovskaya, Sofya
  id: '87909'
  last_name: Maslovskaya
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: Flaßkamp K, Maslovskaya S, Ober-Blöbaum S, Wembe Moafo BE. Trim turnpikes for
    optimal control problems with symmetries. <i>Mathematics of Control, Signals,
    and Systems</i>. Published online 2025. doi:<a href="https://doi.org/10.1007/s00498-025-00408-w">10.1007/s00498-025-00408-w</a>
  apa: Flaßkamp, K., Maslovskaya, S., Ober-Blöbaum, S., &#38; Wembe Moafo, B. E. (2025).
    Trim turnpikes for optimal control problems with symmetries. <i>Mathematics of
    Control, Signals, and Systems</i>. <a href="https://doi.org/10.1007/s00498-025-00408-w">https://doi.org/10.1007/s00498-025-00408-w</a>
  bibtex: '@article{Flaßkamp_Maslovskaya_Ober-Blöbaum_Wembe Moafo_2025, title={Trim
    turnpikes for optimal control problems with symmetries}, DOI={<a href="https://doi.org/10.1007/s00498-025-00408-w">10.1007/s00498-025-00408-w</a>},
    journal={Mathematics of Control, Signals, and Systems}, publisher={Springer Science
    and Business Media LLC}, author={Flaßkamp, Kathrin and Maslovskaya, Sofya and
    Ober-Blöbaum, Sina and Wembe Moafo, Boris Edgar}, year={2025} }'
  chicago: Flaßkamp, Kathrin, Sofya Maslovskaya, Sina Ober-Blöbaum, and Boris Edgar
    Wembe Moafo. “Trim Turnpikes for Optimal Control Problems with Symmetries.” <i>Mathematics
    of Control, Signals, and Systems</i>, 2025. <a href="https://doi.org/10.1007/s00498-025-00408-w">https://doi.org/10.1007/s00498-025-00408-w</a>.
  ieee: 'K. Flaßkamp, S. Maslovskaya, S. Ober-Blöbaum, and B. E. Wembe Moafo, “Trim
    turnpikes for optimal control problems with symmetries,” <i>Mathematics of Control,
    Signals, and Systems</i>, 2025, doi: <a href="https://doi.org/10.1007/s00498-025-00408-w">10.1007/s00498-025-00408-w</a>.'
  mla: Flaßkamp, Kathrin, et al. “Trim Turnpikes for Optimal Control Problems with
    Symmetries.” <i>Mathematics of Control, Signals, and Systems</i>, Springer Science
    and Business Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s00498-025-00408-w">10.1007/s00498-025-00408-w</a>.
  short: K. Flaßkamp, S. Maslovskaya, S. Ober-Blöbaum, B.E. Wembe Moafo, Mathematics
    of Control, Signals, and Systems (2025).
date_created: 2025-05-05T09:23:38Z
date_updated: 2025-05-05T09:24:09Z
department:
- _id: '636'
doi: 10.1007/s00498-025-00408-w
language:
- iso: eng
publication: Mathematics of Control, Signals, and Systems
publication_identifier:
  issn:
  - 0932-4194
  - 1435-568X
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Trim turnpikes for optimal control problems with symmetries
type: journal_article
user_id: '87909'
year: '2025'
...
---
_id: '59806'
abstract:
- lang: eng
  text: We introduce a model of information dissemination in signed networks. It is
    a discrete-time process in which uninformed actors incrementally receive information
    from their informed neighbors or from the outside. Our goal is to minimize the
    number of confused actors — that is, the number of actors who receive contradictory
    information. We prove upper bounds for the number of confused actors in signed
    networks and in equivalence classes of signed networks. In particular, we show
    that there are signed networks where, for any information placement strategy,
    almost 60% of the actors are confused. Furthermore, this is also the case when
    considering the minimum number of confused actors within an equivalence class
    of signed graphs.
author:
- first_name: Ligang
  full_name: Jin, Ligang
  last_name: Jin
- first_name: Eckhard
  full_name: Steffen, Eckhard
  id: '15548'
  last_name: Steffen
  orcid: 0000-0002-9808-7401
citation:
  ama: Jin L, Steffen E. Information dissemination and confusion in signed networks.
    <i>Discrete Applied Mathematics</i>. 2025;373:99-106. doi:<a href="https://doi.org/10.1016/j.dam.2025.04.049">10.1016/j.dam.2025.04.049</a>
  apa: Jin, L., &#38; Steffen, E. (2025). Information dissemination and confusion
    in signed networks. <i>Discrete Applied Mathematics</i>, <i>373</i>, 99–106. <a
    href="https://doi.org/10.1016/j.dam.2025.04.049">https://doi.org/10.1016/j.dam.2025.04.049</a>
  bibtex: '@article{Jin_Steffen_2025, title={Information dissemination and confusion
    in signed networks}, volume={373}, DOI={<a href="https://doi.org/10.1016/j.dam.2025.04.049">10.1016/j.dam.2025.04.049</a>},
    journal={Discrete Applied Mathematics}, publisher={Elsevier BV}, author={Jin,
    Ligang and Steffen, Eckhard}, year={2025}, pages={99–106} }'
  chicago: 'Jin, Ligang, and Eckhard Steffen. “Information Dissemination and Confusion
    in Signed Networks.” <i>Discrete Applied Mathematics</i> 373 (2025): 99–106. <a
    href="https://doi.org/10.1016/j.dam.2025.04.049">https://doi.org/10.1016/j.dam.2025.04.049</a>.'
  ieee: 'L. Jin and E. Steffen, “Information dissemination and confusion in signed
    networks,” <i>Discrete Applied Mathematics</i>, vol. 373, pp. 99–106, 2025, doi:
    <a href="https://doi.org/10.1016/j.dam.2025.04.049">10.1016/j.dam.2025.04.049</a>.'
  mla: Jin, Ligang, and Eckhard Steffen. “Information Dissemination and Confusion
    in Signed Networks.” <i>Discrete Applied Mathematics</i>, vol. 373, Elsevier BV,
    2025, pp. 99–106, doi:<a href="https://doi.org/10.1016/j.dam.2025.04.049">10.1016/j.dam.2025.04.049</a>.
  short: L. Jin, E. Steffen, Discrete Applied Mathematics 373 (2025) 99–106.
date_created: 2025-05-06T07:38:49Z
date_updated: 2025-05-06T07:39:58Z
department:
- _id: '542'
doi: 10.1016/j.dam.2025.04.049
intvolume: '       373'
language:
- iso: eng
page: 99-106
publication: Discrete Applied Mathematics
publication_identifier:
  issn:
  - 0166-218X
publication_status: published
publisher: Elsevier BV
status: public
title: Information dissemination and confusion in signed networks
type: journal_article
user_id: '15540'
volume: 373
year: '2025'
...
---
_id: '60048'
author:
- first_name: Raphael
  full_name: Gerlach, Raphael
  id: '32655'
  last_name: Gerlach
  orcid: 0009-0002-4750-2051
- first_name: Sören
  full_name: von der Gracht, Sören
  id: '97359'
  last_name: von der Gracht
  orcid: 0000-0002-8054-2058
- first_name: Michael
  full_name: Dellnitz, Michael
  last_name: Dellnitz
citation:
  ama: 'Gerlach R, von der Gracht S, Dellnitz M. On the Dynamical Hierarchy in Gathering
    Protocols with Circulant Topologies. In: <i>Lecture Notes in Computer Science</i>.
    Springer Nature Switzerland; 2025. doi:<a href="https://doi.org/10.1007/978-3-031-91736-3_19">10.1007/978-3-031-91736-3_19</a>'
  apa: Gerlach, R., von der Gracht, S., &#38; Dellnitz, M. (2025). On the Dynamical
    Hierarchy in Gathering Protocols with Circulant Topologies. In <i>Lecture Notes
    in Computer Science</i>. Springer Nature Switzerland. <a href="https://doi.org/10.1007/978-3-031-91736-3_19">https://doi.org/10.1007/978-3-031-91736-3_19</a>
  bibtex: '@inbook{Gerlach_von der Gracht_Dellnitz_2025, place={Cham}, title={On the Dynamical
    Hierarchy in Gathering Protocols with Circulant Topologies}, DOI={<a href="https://doi.org/10.1007/978-3-031-91736-3_19">10.1007/978-3-031-91736-3_19</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland},
    author={Gerlach, Raphael and von der Gracht, Sören and Dellnitz, Michael}, year={2025}
    }'
  chicago: 'Gerlach, Raphael, Sören von der Gracht, and Michael Dellnitz. “On the Dynamical
    Hierarchy in Gathering Protocols with Circulant Topologies.” In <i>Lecture Notes
    in Computer Science</i>. Cham: Springer Nature Switzerland, 2025. <a href="https://doi.org/10.1007/978-3-031-91736-3_19">https://doi.org/10.1007/978-3-031-91736-3_19</a>.'
  ieee: 'R. Gerlach, S. von der Gracht, and M. Dellnitz, “On the Dynamical Hierarchy
    in Gathering Protocols with Circulant Topologies,” in <i>Lecture Notes in Computer
    Science</i>, Cham: Springer Nature Switzerland, 2025.'
  mla: Gerlach, Raphael, et al. “On the Dynamical Hierarchy in Gathering Protocols
    with Circulant Topologies.” <i>Lecture Notes in Computer Science</i>, Springer
    Nature Switzerland, 2025, doi:<a href="https://doi.org/10.1007/978-3-031-91736-3_19">10.1007/978-3-031-91736-3_19</a>.
  short: 'R. Gerlach, S. von der Gracht, M. Dellnitz, in: Lecture Notes in Computer
    Science, Springer Nature Switzerland, Cham, 2025.'
date_created: 2025-05-27T08:17:03Z
date_updated: 2025-05-27T08:22:42Z
department:
- _id: '101'
doi: 10.1007/978-3-031-91736-3_19
external_id:
  arxiv:
  - '2503.07576'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' ArXiv:2503.07576'
oa: '1'
place: Cham
project:
- _id: '106'
  grant_number: '453112019'
  name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783031917356'
  - '9783031917363'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: On the Dynamical Hierarchy in Gathering Protocols with Circulant Topologies
type: book_chapter
user_id: '32655'
year: '2025'
...
---
_id: '55459'
article_type: original
author:
- first_name: Nils
  full_name: Bullerjahn, Nils
  id: '103797'
  last_name: Bullerjahn
  orcid: https://orcid.org/0009-0003-8460-1574
- first_name: Balázs
  full_name: Kovács, Balázs
  id: '100441'
  last_name: Kovács
  orcid: 0000-0001-9872-3474
citation:
  ama: Bullerjahn N, Kovács B. Error estimates for full discretization of Cahn--Hilliard
    equation with dynamic boundary conditions. <i>IMA Journal of Numerical Analysis</i>.
    doi:<a href="https://doi.org/10.1093/imanum/draf009">10.1093/imanum/draf009</a>
  apa: Bullerjahn, N., &#38; Kovács, B. (n.d.). Error estimates for full discretization
    of Cahn--Hilliard equation with dynamic boundary conditions. <i>IMA Journal of
    Numerical Analysis</i>. <a href="https://doi.org/10.1093/imanum/draf009">https://doi.org/10.1093/imanum/draf009</a>
  bibtex: '@article{Bullerjahn_Kovács, title={Error estimates for full discretization
    of Cahn--Hilliard equation with dynamic boundary conditions}, DOI={<a href="https://doi.org/10.1093/imanum/draf009">10.1093/imanum/draf009</a>},
    journal={IMA Journal of Numerical Analysis}, author={Bullerjahn, Nils and Kovács,
    Balázs} }'
  chicago: Bullerjahn, Nils, and Balázs Kovács. “Error Estimates for Full Discretization
    of Cahn--Hilliard Equation with Dynamic Boundary Conditions.” <i>IMA Journal of
    Numerical Analysis</i>, n.d. <a href="https://doi.org/10.1093/imanum/draf009">https://doi.org/10.1093/imanum/draf009</a>.
  ieee: 'N. Bullerjahn and B. Kovács, “Error estimates for full discretization of
    Cahn--Hilliard equation with dynamic boundary conditions,” <i>IMA Journal of Numerical
    Analysis</i>, doi: <a href="https://doi.org/10.1093/imanum/draf009">10.1093/imanum/draf009</a>.'
  mla: Bullerjahn, Nils, and Balázs Kovács. “Error Estimates for Full Discretization
    of Cahn--Hilliard Equation with Dynamic Boundary Conditions.” <i>IMA Journal of
    Numerical Analysis</i>, doi:<a href="https://doi.org/10.1093/imanum/draf009">10.1093/imanum/draf009</a>.
  short: N. Bullerjahn, B. Kovács, IMA Journal of Numerical Analysis (n.d.).
date_created: 2024-07-31T09:03:45Z
date_updated: 2026-02-18T14:46:18Z
department:
- _id: '841'
doi: 10.1093/imanum/draf009
language:
- iso: eng
publication: IMA Journal of Numerical Analysis
publication_status: accepted
status: public
title: Error estimates for full discretization of Cahn--Hilliard equation with dynamic
  boundary conditions
type: journal_article
user_id: '100441'
year: '2025'
...
---
_id: '53141'
author:
- first_name: Dominik
  full_name: Edelmann, Dominik
  last_name: Edelmann
- first_name: Balázs
  full_name: Kovács, Balázs
  id: '100441'
  last_name: Kovács
  orcid: 0000-0001-9872-3474
- first_name: Christian
  full_name: Lubich, Christian
  last_name: Lubich
citation:
  ama: Edelmann D, Kovács B, Lubich C. Numerical analysis of an evolving bulk--surface
    model of tumour growth. <i>IMA Journal of Numerical Analysis</i>. 2025;45(5):2581--2627.
    doi:<a href="https://doi.org/10.1093/imanum/drae077">10.1093/imanum/drae077</a>
  apa: Edelmann, D., Kovács, B., &#38; Lubich, C. (2025). Numerical analysis of an
    evolving bulk--surface model of tumour growth. <i>IMA Journal of Numerical Analysis</i>,
    <i>45</i>(5), 2581--2627. <a href="https://doi.org/10.1093/imanum/drae077">https://doi.org/10.1093/imanum/drae077</a>
  bibtex: '@article{Edelmann_Kovács_Lubich_2025, title={Numerical analysis of an evolving
    bulk--surface model of tumour growth}, volume={45}, DOI={<a href="https://doi.org/10.1093/imanum/drae077">10.1093/imanum/drae077</a>},
    number={5}, journal={IMA Journal of Numerical Analysis}, author={Edelmann, Dominik
    and Kovács, Balázs and Lubich, Christian}, year={2025}, pages={2581--2627} }'
  chicago: 'Edelmann, Dominik, Balázs Kovács, and Christian Lubich. “Numerical Analysis
    of an Evolving Bulk--Surface Model of Tumour Growth.” <i>IMA Journal of Numerical
    Analysis</i> 45, no. 5 (2025): 2581--2627. <a href="https://doi.org/10.1093/imanum/drae077">https://doi.org/10.1093/imanum/drae077</a>.'
  ieee: 'D. Edelmann, B. Kovács, and C. Lubich, “Numerical analysis of an evolving
    bulk--surface model of tumour growth,” <i>IMA Journal of Numerical Analysis</i>,
    vol. 45, no. 5, pp. 2581--2627, 2025, doi: <a href="https://doi.org/10.1093/imanum/drae077">10.1093/imanum/drae077</a>.'
  mla: Edelmann, Dominik, et al. “Numerical Analysis of an Evolving Bulk--Surface
    Model of Tumour Growth.” <i>IMA Journal of Numerical Analysis</i>, vol. 45, no.
    5, 2025, pp. 2581--2627, doi:<a href="https://doi.org/10.1093/imanum/drae077">10.1093/imanum/drae077</a>.
  short: D. Edelmann, B. Kovács, C. Lubich, IMA Journal of Numerical Analysis 45 (2025)
    2581--2627.
date_created: 2024-04-03T09:11:36Z
date_updated: 2026-02-18T14:44:54Z
department:
- _id: '841'
doi: 10.1093/imanum/drae077
intvolume: '        45'
issue: '5'
language:
- iso: eng
page: 2581--2627
publication: IMA Journal of Numerical Analysis
status: public
title: Numerical analysis of an evolving bulk--surface model of tumour growth
type: journal_article
user_id: '100441'
volume: 45
year: '2025'
...
---
_id: '55781'
abstract:
- lang: eng
  text: "In this paper, we prove that spatially semi-discrete evolving finite element\r\nmethod
    for parabolic equations on a given evolving hypersurface of arbitrary\r\ndimensions
    preserves the maximal $L^p$-regularity at the discrete level. We\r\nfirst establish
    the results on a stationary surface and then extend them, via a\r\nperturbation
    argument, to the case where the underlying surface is evolving\r\nunder a prescribed
    velocity field. The proof combines techniques in evolving\r\nfinite element method,
    properties of Green's functions on (discretised) closed\r\nsurfaces, and local
    energy estimates for finite element methods"
author:
- first_name: Genming
  full_name: Bai, Genming
  last_name: Bai
- first_name: Balázs
  full_name: Kovács, Balázs
  id: '100441'
  last_name: Kovács
  orcid: 0000-0001-9872-3474
- first_name: Buyang
  full_name: Li, Buyang
  last_name: Li
citation:
  ama: Bai G, Kovács B, Li B. Maximal regularity of evolving FEMs for parabolic equations
    on an  evolving surface. <i>IMA Journal of Numerical Analysis</i>. Published online
    2025. doi:<a href="https://doi.org/10.1093/imanum/draf082.">10.1093/imanum/draf082.</a>
  apa: Bai, G., Kovács, B., &#38; Li, B. (2025). Maximal regularity of evolving FEMs
    for parabolic equations on an  evolving surface. <i>IMA Journal of Numerical Analysis</i>.
    <a href="https://doi.org/10.1093/imanum/draf082.">https://doi.org/10.1093/imanum/draf082.</a>
  bibtex: '@article{Bai_Kovács_Li_2025, title={Maximal regularity of evolving FEMs
    for parabolic equations on an  evolving surface}, DOI={<a href="https://doi.org/10.1093/imanum/draf082.">10.1093/imanum/draf082.</a>},
    journal={IMA Journal of Numerical Analysis}, author={Bai, Genming and Kovács,
    Balázs and Li, Buyang}, year={2025} }'
  chicago: Bai, Genming, Balázs Kovács, and Buyang Li. “Maximal Regularity of Evolving
    FEMs for Parabolic Equations on an  Evolving Surface.” <i>IMA Journal of Numerical
    Analysis</i>, 2025. <a href="https://doi.org/10.1093/imanum/draf082.">https://doi.org/10.1093/imanum/draf082.</a>
  ieee: 'G. Bai, B. Kovács, and B. Li, “Maximal regularity of evolving FEMs for parabolic
    equations on an  evolving surface,” <i>IMA Journal of Numerical Analysis</i>,
    2025, doi: <a href="https://doi.org/10.1093/imanum/draf082.">10.1093/imanum/draf082.</a>'
  mla: Bai, Genming, et al. “Maximal Regularity of Evolving FEMs for Parabolic Equations
    on an  Evolving Surface.” <i>IMA Journal of Numerical Analysis</i>, 2025, doi:<a
    href="https://doi.org/10.1093/imanum/draf082.">10.1093/imanum/draf082.</a>
  short: G. Bai, B. Kovács, B. Li, IMA Journal of Numerical Analysis (2025).
date_created: 2024-08-27T07:37:39Z
date_updated: 2026-02-18T14:47:34Z
department:
- _id: '841'
doi: 10.1093/imanum/draf082.
external_id:
  arxiv:
  - '2408.14096'
language:
- iso: eng
publication: IMA Journal of Numerical Analysis
status: public
title: Maximal regularity of evolving FEMs for parabolic equations on an  evolving
  surface
type: journal_article
user_id: '100441'
year: '2025'
...
---
_id: '50299'
abstract:
- lang: eng
  text: "A finite classical polar space of rank $n$ consists of the totally isotropic\r\nsubspaces
    of a finite vector space over $\\mathbb{F}_q$ equipped with a\r\nnondegenerate
    form such that $n$ is the maximal dimension of such a subspace. A\r\n$t$-$(n,k,\\lambda)$
    design in a finite classical polar space of rank $n$ is a\r\ncollection $Y$ of
    totally isotropic $k$-spaces such that each totally isotropic\r\n$t$-space is
    contained in exactly $\\lambda$ members of $Y$. Nontrivial examples\r\nare currently
    only known for $t\\leq 2$. We show that $t$-$(n,k,\\lambda)$\r\ndesigns in polar
    spaces exist for all $t$ and $q$ provided that\r\n$k>\\frac{21}{2}t$ and $n$ is
    sufficiently large enough. The proof is based on a\r\nprobabilistic method by
    Kuperberg, Lovett, and Peled, and it is thus\r\nnonconstructive."
author:
- first_name: Charlene
  full_name: Weiß, Charlene
  id: '70420'
  last_name: Weiß
citation:
  ama: Weiß C. Nontrivial $t$-designs in polar spaces exist for all $t$. <i>Des Codes
    Cryptogr</i>. 2025;93:971-981. doi:<a href="https://doi.org/10.1007/s10623-024-01471-1">10.1007/s10623-024-01471-1</a>
  apa: Weiß, C. (2025). Nontrivial $t$-designs in polar spaces exist for all $t$.
    <i>Des. Codes Cryptogr.</i>, <i>93</i>, 971–981. <a href="https://doi.org/10.1007/s10623-024-01471-1">https://doi.org/10.1007/s10623-024-01471-1</a>
  bibtex: '@article{Weiß_2025, title={Nontrivial $t$-designs in polar spaces exist
    for all $t$}, volume={93}, DOI={<a href="https://doi.org/10.1007/s10623-024-01471-1">10.1007/s10623-024-01471-1</a>},
    journal={Des. Codes Cryptogr.}, author={Weiß, Charlene}, year={2025}, pages={971–981}
    }'
  chicago: 'Weiß, Charlene. “Nontrivial $t$-Designs in Polar Spaces Exist for All
    $t$.” <i>Des. Codes Cryptogr.</i> 93 (2025): 971–81. <a href="https://doi.org/10.1007/s10623-024-01471-1">https://doi.org/10.1007/s10623-024-01471-1</a>.'
  ieee: 'C. Weiß, “Nontrivial $t$-designs in polar spaces exist for all $t$,” <i>Des.
    Codes Cryptogr.</i>, vol. 93, pp. 971–981, 2025, doi: <a href="https://doi.org/10.1007/s10623-024-01471-1">10.1007/s10623-024-01471-1</a>.'
  mla: Weiß, Charlene. “Nontrivial $t$-Designs in Polar Spaces Exist for All $t$.”
    <i>Des. Codes Cryptogr.</i>, vol. 93, 2025, pp. 971–81, doi:<a href="https://doi.org/10.1007/s10623-024-01471-1">10.1007/s10623-024-01471-1</a>.
  short: C. Weiß, Des. Codes Cryptogr. 93 (2025) 971–981.
date_created: 2024-01-08T14:39:54Z
date_updated: 2026-02-25T13:51:50Z
department:
- _id: '100'
doi: 10.1007/s10623-024-01471-1
intvolume: '        93'
language:
- iso: eng
page: 971 - 981
publication: Des. Codes Cryptogr.
publication_status: published
status: public
title: Nontrivial $t$-designs in polar spaces exist for all $t$
type: journal_article
user_id: '70420'
volume: 93
year: '2025'
...
---
_id: '56298'
abstract:
- lang: eng
  text: "In the general pattern formation (GPF) problem, a swarm of simple autonomous,\r\ndisoriented
    robots must form a given pattern. The robots' simplicity imply a\r\nstrong limitation:
    When the initial configuration is rotationally symmetric,\r\nonly patterns with
    a similar symmetry can be formed [Yamashita, Suzyuki; TCS\r\n2010]. The only known
    algorithm to form large patterns with limited visibility\r\nand without memory
    requires the robots to start in a near-gathering (a swarm of\r\nconstant diameter)
    [Hahn et al.; SAND 2024]. However, not only do we not know\r\nany near-gathering
    algorithm guaranteed to preserve symmetry but most natural\r\ngathering strategies
    trivially increase symmetries [Castenow et al.; OPODIS\r\n2022].\r\n  Thus, we
    study near-gathering without changing the swarm's rotational\r\nsymmetry for disoriented,
    oblivious robots with limited visibility (the\r\nOBLOT-model, see [Flocchini et
    al.; 2019]). We introduce a technique based on\r\nthe theory of dynamical systems
    to analyze how a given algorithm affects\r\nsymmetry and provide sufficient conditions
    for symmetry preservation. Until\r\nnow, it was unknown whether the considered
    OBLOT-model allows for any\r\nnon-trivial algorithm that always preserves symmetry.
    Our first result shows\r\nthat a variant of Go-to-the-Average always preserves
    symmetry but may sometimes\r\nlead to multiple, unconnected near-gathering clusters.
    Our second result is a\r\nsymmetry-preserving near-gathering algorithm that works
    on swarms with a convex\r\nboundary (the outer boundary of the unit disc graph)
    and without holes (circles\r\nof diameter 1 inside the boundary without any robots)."
author:
- first_name: Raphael
  full_name: Gerlach, Raphael
  id: '32655'
  last_name: Gerlach
  orcid: 0009-0002-4750-2051
- first_name: Sören
  full_name: von der Gracht, Sören
  id: '97359'
  last_name: von der Gracht
  orcid: 0000-0002-8054-2058
- first_name: Christopher
  full_name: Hahn, Christopher
  last_name: Hahn
- first_name: Jonas
  full_name: Harbig, Jonas
  id: '47213'
  last_name: Harbig
- first_name: Peter
  full_name: Kling, Peter
  last_name: Kling
citation:
  ama: 'Gerlach R, von der Gracht S, Hahn C, Harbig J, Kling P. Symmetry Preservation
    in Swarms of Oblivious Robots with Limited  Visibility. In: Bonomi S, Galletta
    L, Rivière  Etienne, Schiavoni  Valerio, eds. <i>28th International Conference
    on Principles of Distributed Systems (OPODIS 2024)</i>. Vol 324. Leibniz International
    Proceedings in Informatics (LIPIcs). Schloss Dagstuhl -- Leibniz-Zentrum für Informatik;
    2025. doi:<a href="https://doi.org/10.4230/LIPIcs.OPODIS.2024.13">10.4230/LIPIcs.OPODIS.2024.13</a>'
  apa: Gerlach, R., von der Gracht, S., Hahn, C., Harbig, J., &#38; Kling, P. (2025).
    Symmetry Preservation in Swarms of Oblivious Robots with Limited  Visibility.
    In S. Bonomi, L. Galletta,  Etienne Rivière, &#38;  Valerio Schiavoni (Eds.),
    <i>28th International Conference on Principles of Distributed Systems (OPODIS
    2024)</i> (Vol. 324). Schloss Dagstuhl -- Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.OPODIS.2024.13">https://doi.org/10.4230/LIPIcs.OPODIS.2024.13</a>
  bibtex: '@inproceedings{Gerlach_von der Gracht_Hahn_Harbig_Kling_2025, series={Leibniz
    International Proceedings in Informatics (LIPIcs)}, title={Symmetry Preservation
    in Swarms of Oblivious Robots with Limited  Visibility}, volume={324}, DOI={<a
    href="https://doi.org/10.4230/LIPIcs.OPODIS.2024.13">10.4230/LIPIcs.OPODIS.2024.13</a>},
    booktitle={28th International Conference on Principles of Distributed Systems
    (OPODIS 2024)}, publisher={Schloss Dagstuhl -- Leibniz-Zentrum für Informatik},
    author={Gerlach, Raphael and von der Gracht, Sören and Hahn, Christopher and Harbig,
    Jonas and Kling, Peter}, editor={Bonomi, Silvia and Galletta, Letterio and Rivière,  Etienne
    and Schiavoni,  Valerio}, year={2025}, collection={Leibniz International Proceedings
    in Informatics (LIPIcs)} }'
  chicago: Gerlach, Raphael, Sören von der Gracht, Christopher Hahn, Jonas Harbig,
    and Peter Kling. “Symmetry Preservation in Swarms of Oblivious Robots with Limited 
    Visibility.” In <i>28th International Conference on Principles of Distributed
    Systems (OPODIS 2024)</i>, edited by Silvia Bonomi, Letterio Galletta,  Etienne
    Rivière, and  Valerio Schiavoni, Vol. 324. Leibniz International Proceedings in
    Informatics (LIPIcs). Schloss Dagstuhl -- Leibniz-Zentrum für Informatik, 2025.
    <a href="https://doi.org/10.4230/LIPIcs.OPODIS.2024.13">https://doi.org/10.4230/LIPIcs.OPODIS.2024.13</a>.
  ieee: 'R. Gerlach, S. von der Gracht, C. Hahn, J. Harbig, and P. Kling, “Symmetry
    Preservation in Swarms of Oblivious Robots with Limited  Visibility,” in <i>28th
    International Conference on Principles of Distributed Systems (OPODIS 2024)</i>,
    Lucca, Italy, 2025, vol. 324, doi: <a href="https://doi.org/10.4230/LIPIcs.OPODIS.2024.13">10.4230/LIPIcs.OPODIS.2024.13</a>.'
  mla: Gerlach, Raphael, et al. “Symmetry Preservation in Swarms of Oblivious Robots
    with Limited  Visibility.” <i>28th International Conference on Principles of Distributed
    Systems (OPODIS 2024)</i>, edited by Silvia Bonomi et al., vol. 324, Schloss Dagstuhl
    -- Leibniz-Zentrum für Informatik, 2025, doi:<a href="https://doi.org/10.4230/LIPIcs.OPODIS.2024.13">10.4230/LIPIcs.OPODIS.2024.13</a>.
  short: 'R. Gerlach, S. von der Gracht, C. Hahn, J. Harbig, P. Kling, in: S. Bonomi,
    L. Galletta,  Etienne Rivière,  Valerio Schiavoni (Eds.), 28th International Conference
    on Principles of Distributed Systems (OPODIS 2024), Schloss Dagstuhl -- Leibniz-Zentrum
    für Informatik, 2025.'
conference:
  end_date: 2024-12-13
  location: Lucca, Italy
  name: 28th International Conference on Principles of Distributed Systems (OPODIS
    2024)
  start_date: 2024-12-11
date_created: 2024-10-01T13:29:43Z
date_updated: 2025-01-09T11:39:19Z
department:
- _id: '101'
doi: 10.4230/LIPIcs.OPODIS.2024.13
editor:
- first_name: Silvia
  full_name: Bonomi, Silvia
  last_name: Bonomi
- first_name: Letterio
  full_name: Galletta, Letterio
  last_name: Galletta
- first_name: ' Etienne'
  full_name: Rivière,  Etienne
  last_name: Rivière
- first_name: ' Valerio'
  full_name: Schiavoni,  Valerio
  last_name: Schiavoni
external_id:
  arxiv:
  - '2409.19277'
intvolume: '       324'
keyword:
- Swarm Algorithm
- Swarm Robots
- Distributed Algorithm
- Pattern Formation
- Limited Visibility
- Oblivious
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2409.19277
oa: '1'
project:
- _id: '106'
  grant_number: '453112019'
  name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: 28th International Conference on Principles of Distributed Systems (OPODIS
  2024)
publication_identifier:
  isbn:
  - 978-3-95977-360-7
  issn:
  - 1868-8969
publication_status: published
publisher: Schloss Dagstuhl -- Leibniz-Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: Symmetry Preservation in Swarms of Oblivious Robots with Limited  Visibility
type: conference
user_id: '97359'
volume: 324
year: '2025'
...
---
_id: '58532'
author:
- first_name: Nils
  full_name: Bullerjahn, Nils
  id: '103797'
  last_name: Bullerjahn
  orcid: https://orcid.org/0009-0003-8460-1574
citation:
  ama: Bullerjahn N. Error estimates for full discretization by an almost mass conservation
    technique for Cahn--Hilliard systems with dynamic boundary conditions. <i>arXiv</i>.
    Published online 2025. doi:<a href="https://doi.org/10.48550/ARXIV.2502.03847">10.48550/ARXIV.2502.03847</a>
  apa: Bullerjahn, N. (2025). Error estimates for full discretization by an almost
    mass conservation technique for Cahn--Hilliard systems with dynamic boundary conditions.
    <i>ArXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2502.03847">https://doi.org/10.48550/ARXIV.2502.03847</a>
  bibtex: '@article{Bullerjahn_2025, title={Error estimates for full discretization
    by an almost mass conservation technique for Cahn--Hilliard systems with dynamic
    boundary conditions}, DOI={<a href="https://doi.org/10.48550/ARXIV.2502.03847">10.48550/ARXIV.2502.03847</a>},
    journal={arXiv}, author={Bullerjahn, Nils}, year={2025} }'
  chicago: Bullerjahn, Nils. “Error Estimates for Full Discretization by an Almost
    Mass Conservation Technique for Cahn--Hilliard Systems with Dynamic Boundary Conditions.”
    <i>ArXiv</i>, 2025. <a href="https://doi.org/10.48550/ARXIV.2502.03847">https://doi.org/10.48550/ARXIV.2502.03847</a>.
  ieee: 'N. Bullerjahn, “Error estimates for full discretization by an almost mass
    conservation technique for Cahn--Hilliard systems with dynamic boundary conditions,”
    <i>arXiv</i>, 2025, doi: <a href="https://doi.org/10.48550/ARXIV.2502.03847">10.48550/ARXIV.2502.03847</a>.'
  mla: Bullerjahn, Nils. “Error Estimates for Full Discretization by an Almost Mass
    Conservation Technique for Cahn--Hilliard Systems with Dynamic Boundary Conditions.”
    <i>ArXiv</i>, 2025, doi:<a href="https://doi.org/10.48550/ARXIV.2502.03847">10.48550/ARXIV.2502.03847</a>.
  short: N. Bullerjahn, ArXiv (2025).
date_created: 2025-02-07T08:27:10Z
date_updated: 2025-02-07T08:28:48Z
department:
- _id: '841'
doi: 10.48550/ARXIV.2502.03847
language:
- iso: eng
publication: arXiv
status: public
title: Error estimates for full discretization by an almost mass conservation technique
  for Cahn--Hilliard systems with dynamic boundary conditions
type: journal_article
user_id: '103797'
year: '2025'
...
---
_id: '58544'
abstract:
- lang: eng
  text: 'We introduce a new classification of multimode states with a fixed number
    of photons. This classification is based on the factorizability of homogeneous
    multivariate polynomials and is invariant under unitary transformations. The classes
    physically correspond to field excitations in terms of single and multiple photons,
    each of which being in an arbitrary irreducible superposition of quantized modes.
    We further show how the transitions between classes are rendered possible by photon
    addition, photon subtraction, and photon-projection nonlinearities. We explicitly
    put forward a design for a multilayer interferometer in which the states for different
    classes can be generated with state-of-the-art experimental techniques. Limitations
    of the proposed designs are analyzed using the introduced classification, providing
    a benchmark for the robustness of certain states and classes. '
author:
- first_name: Denis
  full_name: Kopylov, Denis
  id: '98502'
  last_name: Kopylov
- first_name: Christian
  full_name: Offen, Christian
  id: '85279'
  last_name: Offen
  orcid: 0000-0002-5940-8057
- first_name: Laura
  full_name: Ares, Laura
  last_name: Ares
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Torsten
  full_name: Meier, Torsten
  id: '344'
  last_name: Meier
  orcid: 0000-0001-8864-2072
- first_name: Polina
  full_name: Sharapova, Polina
  id: '60286'
  last_name: Sharapova
- first_name: Jan
  full_name: Sperling, Jan
  id: '75127'
  last_name: Sperling
  orcid: 0000-0002-5844-3205
citation:
  ama: Kopylov D, Offen C, Ares L, et al. Multiphoton, multimode state classification
    for nonlinear optical circuits .
  apa: Kopylov, D., Offen, C., Ares, L., Wembe Moafo, B. E., Ober-Blöbaum, S., Meier,
    T., Sharapova, P., &#38; Sperling, J. (n.d.). <i>Multiphoton, multimode state
    classification for nonlinear optical circuits </i>.
  bibtex: '@article{Kopylov_Offen_Ares_Wembe Moafo_Ober-Blöbaum_Meier_Sharapova_Sperling,
    title={Multiphoton, multimode state classification for nonlinear optical circuits
    }, author={Kopylov, Denis and Offen, Christian and Ares, Laura and Wembe Moafo,
    Boris Edgar and Ober-Blöbaum, Sina and Meier, Torsten and Sharapova, Polina and
    Sperling, Jan} }'
  chicago: Kopylov, Denis, Christian Offen, Laura Ares, Boris Edgar Wembe Moafo, Sina
    Ober-Blöbaum, Torsten Meier, Polina Sharapova, and Jan Sperling. “Multiphoton,
    Multimode State Classification for Nonlinear Optical Circuits ,” n.d.
  ieee: D. Kopylov <i>et al.</i>, “Multiphoton, multimode state classification for
    nonlinear optical circuits .” .
  mla: Kopylov, Denis, et al. <i>Multiphoton, Multimode State Classification for Nonlinear
    Optical Circuits </i>.
  short: D. Kopylov, C. Offen, L. Ares, B.E. Wembe Moafo, S. Ober-Blöbaum, T. Meier,
    P. Sharapova, J. Sperling, (n.d.).
date_created: 2025-02-10T08:26:45Z
date_updated: 2025-02-10T08:36:12Z
department:
- _id: '623'
- _id: '15'
- _id: '636'
external_id:
  arxiv:
  - '2502.05123'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2502.05123
oa: '1'
publication_status: submitted
status: public
title: 'Multiphoton, multimode state classification for nonlinear optical circuits '
type: preprint
user_id: '85279'
year: '2025'
...
---
_id: '58953'
abstract:
- lang: eng
  text: In this article, we investigate symmetry properties of distributed systems
    of mobile robots. We consider a swarm of n robots in the OBLOT model and analyze
    their collective Fsync dynamics using of equivariant dynamical systems theory.
    To this end, we show that the corresponding evolution function commutes with rotational
    and reflective transformations of R^2. These form a group that is isomorphic to
    O(2) x S_n, the product group of the orthogonal group and the permutation on n
    elements. The theory of equivariant dynamical systems is used to deduce a hierarchy
    along which symmetries of a robot swarm can potentially increase following an
    arbitrary protocol. By decoupling the Look phase from the Compute and Move phases
    in the mathematical description of an LCM cycle, this hierarchy can be characterized
    in terms of automorphisms of connectivity graphs. In particular, we find all possible
    types of symmetry increase, if the decoupled Compute and Move phase is invertible.
    Finally, we apply our results to protocols which induce state-dependent linear
    dynamics, where the reduced system consisting of only the Compute and Move phase
    is linear.
author:
- first_name: Raphael
  full_name: Gerlach, Raphael
  id: '32655'
  last_name: Gerlach
  orcid: 0009-0002-4750-2051
- first_name: Sören
  full_name: von der Gracht, Sören
  id: '97359'
  last_name: von der Gracht
  orcid: 0000-0002-8054-2058
citation:
  ama: Gerlach R, von der Gracht S. Analyzing Symmetries of Swarms of Mobile Robots
    Using Equivariant  Dynamical Systems. <i>arXiv:250307576</i>. Published online
    2025.
  apa: Gerlach, R., &#38; von der Gracht, S. (2025). Analyzing Symmetries of Swarms
    of Mobile Robots Using Equivariant  Dynamical Systems. In <i>arXiv:2503.07576</i>.
  bibtex: '@article{Gerlach_von der Gracht_2025, title={Analyzing Symmetries of Swarms
    of Mobile Robots Using Equivariant  Dynamical Systems}, journal={arXiv:2503.07576},
    author={Gerlach, Raphael and von der Gracht, Sören}, year={2025} }'
  chicago: Gerlach, Raphael, and Sören von der Gracht. “Analyzing Symmetries of Swarms
    of Mobile Robots Using Equivariant  Dynamical Systems.” <i>ArXiv:2503.07576</i>,
    2025.
  ieee: R. Gerlach and S. von der Gracht, “Analyzing Symmetries of Swarms of Mobile
    Robots Using Equivariant  Dynamical Systems,” <i>arXiv:2503.07576</i>. 2025.
  mla: Gerlach, Raphael, and Sören von der Gracht. “Analyzing Symmetries of Swarms
    of Mobile Robots Using Equivariant  Dynamical Systems.” <i>ArXiv:2503.07576</i>,
    2025.
  short: R. Gerlach, S. von der Gracht, ArXiv:2503.07576 (2025).
date_created: 2025-03-11T08:21:05Z
date_updated: 2025-03-11T08:53:02Z
ddc:
- '004'
department:
- _id: '101'
external_id:
  arxiv:
  - '2503.07576'
file:
- access_level: open_access
  content_type: application/pdf
  creator: svdg
  date_created: 2025-03-11T08:27:32Z
  date_updated: 2025-03-11T08:27:32Z
  file_id: '58954'
  file_name: Analyzing_Symmetries_of_Swarms_of_Mobile_Robots_Using_Equivariant_Dynamical_Systems.pdf
  file_size: 812198
  relation: main_file
file_date_updated: 2025-03-11T08:27:32Z
has_accepted_license: '1'
keyword:
- dynamical systems
- coupled systems
- distributed computing
- robot swarms
- autonomous mobile robots
- symmetry
- equivariant dynamics
language:
- iso: eng
oa: '1'
page: '23'
project:
- _id: '106'
  grant_number: '453112019'
  name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: arXiv:2503.07576
status: public
title: Analyzing Symmetries of Swarms of Mobile Robots Using Equivariant  Dynamical
  Systems
type: preprint
user_id: '97359'
year: '2025'
...
---
_id: '59169'
abstract:
- lang: eng
  text: An r-regular graph is an r-graph, if every odd set of vertices is connected
    to its complement by at least r edges. Let G and H be r-graphs. An H-coloring
    of G is a mapping such that each r adjacent edges of G are mapped to r adjacent
    edges of H. For every , let be an inclusion-wise minimal set of connected r-graphs,
    such that for every connected r-graph G there is an which colors G. The Petersen
    Coloring Conjecture states that consists of the Petersen graph P. We show that
    if true, then this is a very exclusive situation. Our main result is that either
    or is an infinite set and if , then is an infinite set. In particular, for all
    , is unique. We first characterize and then prove that if contains more than one
    element, then it is an infinite set. To obtain our main result we show that contains
    the smallest r-graphs of class 2 and the smallest poorly matchable r-graphs, and
    we determine the smallest r-graphs of class 2.
article_number: '16'
author:
- first_name: Yulai
  full_name: Ma, Yulai
  last_name: Ma
- first_name: Davide
  full_name: Mattiolo, Davide
  last_name: Mattiolo
- first_name: Eckhard
  full_name: Steffen, Eckhard
  id: '15548'
  last_name: Steffen
  orcid: 0000-0002-9808-7401
- first_name: Isaak H.
  full_name: Wolf, Isaak H.
  last_name: Wolf
citation:
  ama: Ma Y, Mattiolo D, Steffen E, Wolf IH. Sets of r-Graphs that Color All r-Graphs.
    <i>Combinatorica</i>. 2025;45(2). doi:<a href="https://doi.org/10.1007/s00493-025-00144-4">10.1007/s00493-025-00144-4</a>
  apa: Ma, Y., Mattiolo, D., Steffen, E., &#38; Wolf, I. H. (2025). Sets of r-Graphs
    that Color All r-Graphs. <i>Combinatorica</i>, <i>45</i>(2), Article 16. <a href="https://doi.org/10.1007/s00493-025-00144-4">https://doi.org/10.1007/s00493-025-00144-4</a>
  bibtex: '@article{Ma_Mattiolo_Steffen_Wolf_2025, title={Sets of r-Graphs that Color
    All r-Graphs}, volume={45}, DOI={<a href="https://doi.org/10.1007/s00493-025-00144-4">10.1007/s00493-025-00144-4</a>},
    number={216}, journal={Combinatorica}, publisher={Springer Science and Business
    Media LLC}, author={Ma, Yulai and Mattiolo, Davide and Steffen, Eckhard and Wolf,
    Isaak H.}, year={2025} }'
  chicago: Ma, Yulai, Davide Mattiolo, Eckhard Steffen, and Isaak H. Wolf. “Sets of
    R-Graphs That Color All r-Graphs.” <i>Combinatorica</i> 45, no. 2 (2025). <a href="https://doi.org/10.1007/s00493-025-00144-4">https://doi.org/10.1007/s00493-025-00144-4</a>.
  ieee: 'Y. Ma, D. Mattiolo, E. Steffen, and I. H. Wolf, “Sets of r-Graphs that Color
    All r-Graphs,” <i>Combinatorica</i>, vol. 45, no. 2, Art. no. 16, 2025, doi: <a
    href="https://doi.org/10.1007/s00493-025-00144-4">10.1007/s00493-025-00144-4</a>.'
  mla: Ma, Yulai, et al. “Sets of R-Graphs That Color All r-Graphs.” <i>Combinatorica</i>,
    vol. 45, no. 2, 16, Springer Science and Business Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s00493-025-00144-4">10.1007/s00493-025-00144-4</a>.
  short: Y. Ma, D. Mattiolo, E. Steffen, I.H. Wolf, Combinatorica 45 (2025).
date_created: 2025-03-27T09:46:34Z
date_updated: 2025-03-27T09:48:48Z
department:
- _id: '542'
doi: 10.1007/s00493-025-00144-4
intvolume: '        45'
issue: '2'
language:
- iso: eng
publication: Combinatorica
publication_identifier:
  issn:
  - 0209-9683
  - 1439-6912
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Sets of r-Graphs that Color All r-Graphs
type: journal_article
user_id: '15540'
volume: 45
year: '2025'
...
---
_id: '53805'
abstract:
- lang: eng
  text: The article introduces a method to learn dynamical systems that are governed
    by Euler–Lagrange equations from data. The method is based on Gaussian process
    regression and identifies continuous or discrete Lagrangians and is, therefore,
    structure preserving by design. A rigorous proof of convergence as the distance
    between observation data points converges to zero and lower bounds for convergence
    rates are provided. Next to convergence guarantees, the method allows for quantification
    of model uncertainty, which can provide a basis of adaptive sampling techniques.
    We provide efficient uncertainty quantification of any observable that is linear
    in the Lagrangian, including of Hamiltonian functions (energy) and symplectic
    structures, which is of interest in the context of system identification. The
    article overcomes major practical and theoretical difficulties related to the
    ill-posedness of the identification task of (discrete) Lagrangians through a careful
    design of geometric regularisation strategies and through an exploit of a relation
    to convex minimisation problems in reproducing kernel Hilbert spaces.
article_type: original
author:
- first_name: Christian
  full_name: Offen, Christian
  id: '85279'
  last_name: Offen
  orcid: 0000-0002-5940-8057
citation:
  ama: Offen C. Machine learning of continuous and discrete variational ODEs with
    convergence guarantee and uncertainty quantification. <i>Mathematics of Computation</i>.
    Published online 2025. doi:<a href="https://doi.org/10.1090/mcom/4120">10.1090/mcom/4120</a>
  apa: Offen, C. (2025). Machine learning of continuous and discrete variational ODEs
    with convergence guarantee and uncertainty quantification. <i>Mathematics of Computation</i>.
    <a href="https://doi.org/10.1090/mcom/4120">https://doi.org/10.1090/mcom/4120</a>
  bibtex: '@article{Offen_2025, title={Machine learning of continuous and discrete
    variational ODEs with convergence guarantee and uncertainty quantification}, DOI={<a
    href="https://doi.org/10.1090/mcom/4120">10.1090/mcom/4120</a>}, journal={Mathematics
    of Computation}, publisher={American Mathematical Society}, author={Offen, Christian},
    year={2025} }'
  chicago: Offen, Christian. “Machine Learning of Continuous and Discrete Variational
    ODEs with Convergence Guarantee and Uncertainty Quantification.” <i>Mathematics
    of Computation</i>, 2025. <a href="https://doi.org/10.1090/mcom/4120">https://doi.org/10.1090/mcom/4120</a>.
  ieee: 'C. Offen, “Machine learning of continuous and discrete variational ODEs with
    convergence guarantee and uncertainty quantification,” <i>Mathematics of Computation</i>,
    2025, doi: <a href="https://doi.org/10.1090/mcom/4120">10.1090/mcom/4120</a>.'
  mla: Offen, Christian. “Machine Learning of Continuous and Discrete Variational
    ODEs with Convergence Guarantee and Uncertainty Quantification.” <i>Mathematics
    of Computation</i>, American Mathematical Society, 2025, doi:<a href="https://doi.org/10.1090/mcom/4120">10.1090/mcom/4120</a>.
  short: C. Offen, Mathematics of Computation (2025).
date_created: 2024-04-30T16:04:40Z
date_updated: 2025-06-29T13:03:55Z
ddc:
- '510'
department:
- _id: '636'
doi: 10.1090/mcom/4120
external_id:
  arxiv:
  - arXiv:2404.19626
file:
- access_level: open_access
  content_type: application/pdf
  creator: coffen
  date_created: 2025-05-02T13:20:31Z
  date_updated: 2025-05-02T13:20:31Z
  description: |-
    The article introduces a method to learn dynamical systems that
    are governed by Euler–Lagrange equations from data. The method is based on
    Gaussian process regression and identifies continuous or discrete Lagrangians
    and is, therefore, structure preserving by design. A rigorous proof of con-
    vergence as the distance between observation data points converges to zero
    and lower bounds for convergence rates are provided. Next to convergence
    guarantees, the method allows for quantification of model uncertainty, which
    can provide a basis of adaptive sampling techniques. We provide efficient uncertainty quantification of any observable that is linear in the Lagrangian,
    including of Hamiltonian functions (energy) and symplectic structures, which
    is of interest in the context of system identification. The article overcomes
    major practical and theoretical difficulties related to the ill-posedness of the
    identification task of (discrete) Lagrangians through a careful design of geometric regularisation strategies and through an exploit of a relation to convex
    minimisation problems in reproducing kernel Hilbert spaces.
  file_id: '59759'
  file_name: L_Collocation_ODE_mcom-l-template.pdf
  file_size: 1819189
  relation: main_file
  title: 'Machine learning of continuous and discrete variational ODEs with convergence
    guarantee and uncertainty quantification '
file_date_updated: 2025-05-02T13:20:31Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Mathematics of Computation
publication_status: epub_ahead
publisher: American Mathematical Society
quality_controlled: '1'
related_material:
  link:
  - description: GitHub
    relation: software
    url: https://github.com/Christian-Offen/Lagrangian_GP
status: public
title: Machine learning of continuous and discrete variational ODEs with convergence
  guarantee and uncertainty quantification
type: journal_article
user_id: '85279'
year: '2025'
...
---
_id: '60491'
abstract:
- lang: eng
  text: We investigate generalisations of 1-factorisations and hyperfactorisations
    of the complete graph $K_{2n}$. We show that they are special subsets of the association
    scheme obtained from the Gelfand pair $(S_{2n},S_2 \wr S_n)$. This unifies and
    extends results by Cameron (1976) and gives rise to new existence and non-existence
    results. Our methods involve working in the group algebra $\mathbb{C}[S_{2n}]$
    and using the representation theory of $S_{2n}$.
author:
- first_name: Lukas-André Dominik
  full_name: Klawuhn, Lukas-André Dominik
  id: '91965'
  last_name: Klawuhn
  orcid: 0009-0009-7736-4885
- first_name: John
  full_name: Bamberg, John
  last_name: Bamberg
citation:
  ama: Klawuhn L-AD, Bamberg J. On the association scheme of perfect matchings and
    their designs. Published online 2025.
  apa: Klawuhn, L.-A. D., &#38; Bamberg, J. (2025). <i>On the association scheme of
    perfect matchings and their designs</i>.
  bibtex: '@article{Klawuhn_Bamberg_2025, title={On the association scheme of perfect
    matchings and their designs}, author={Klawuhn, Lukas-André Dominik and Bamberg,
    John}, year={2025} }'
  chicago: Klawuhn, Lukas-André Dominik, and John Bamberg. “On the Association Scheme
    of Perfect Matchings and Their Designs,” 2025.
  ieee: L.-A. D. Klawuhn and J. Bamberg, “On the association scheme of perfect matchings
    and their designs.” 2025.
  mla: Klawuhn, Lukas-André Dominik, and John Bamberg. <i>On the Association Scheme
    of Perfect Matchings and Their Designs</i>. 2025.
  short: L.-A.D. Klawuhn, J. Bamberg, (2025).
date_created: 2025-07-02T07:37:23Z
date_updated: 2025-07-02T07:47:09Z
department:
- _id: '100'
external_id:
  arxiv:
  - '2507.00813'
language:
- iso: eng
status: public
title: On the association scheme of perfect matchings and their designs
type: preprint
user_id: '91965'
year: '2025'
...
---
_id: '61042'
abstract:
- lang: eng
  text: We introduce the concept of a k-token signed graph and study some of its combinatorial
    and algebraic properties. We prove that two switching isomorphic signed graphs
    have switching isomorphic token graphs. Moreover, we show that the Laplacian spectrum
    of a balanced signed graph is contained in the Laplacian spectra of its k-token
    signed graph. Besides, we introduce and study the unbalance level of a signed
    graph, which is a new parameter that measures how far a signed graph is from being
    balanced. Moreover, we study the relation between the frustration index and the
    unbalance level of signed graphs and their token signed graphs.
article_number: '7'
author:
- first_name: C.
  full_name: Dalfó, C.
  last_name: Dalfó
- first_name: M. A.
  full_name: Fiol, M. A.
  last_name: Fiol
- first_name: Eckhard
  full_name: Steffen, Eckhard
  id: '15548'
  last_name: Steffen
  orcid: 0000-0002-9808-7401
citation:
  ama: Dalfó C, Fiol MA, Steffen E. On token signed graphs. <i>Journal of Algebraic
    Combinatorics</i>. 2025;62(1). doi:<a href="https://doi.org/10.1007/s10801-025-01416-4">10.1007/s10801-025-01416-4</a>
  apa: Dalfó, C., Fiol, M. A., &#38; Steffen, E. (2025). On token signed graphs. <i>Journal
    of Algebraic Combinatorics</i>, <i>62</i>(1), Article 7. <a href="https://doi.org/10.1007/s10801-025-01416-4">https://doi.org/10.1007/s10801-025-01416-4</a>
  bibtex: '@article{Dalfó_Fiol_Steffen_2025, title={On token signed graphs}, volume={62},
    DOI={<a href="https://doi.org/10.1007/s10801-025-01416-4">10.1007/s10801-025-01416-4</a>},
    number={17}, journal={Journal of Algebraic Combinatorics}, publisher={Springer
    Science and Business Media LLC}, author={Dalfó, C. and Fiol, M. A. and Steffen,
    Eckhard}, year={2025} }'
  chicago: Dalfó, C., M. A. Fiol, and Eckhard Steffen. “On Token Signed Graphs.” <i>Journal
    of Algebraic Combinatorics</i> 62, no. 1 (2025). <a href="https://doi.org/10.1007/s10801-025-01416-4">https://doi.org/10.1007/s10801-025-01416-4</a>.
  ieee: 'C. Dalfó, M. A. Fiol, and E. Steffen, “On token signed graphs,” <i>Journal
    of Algebraic Combinatorics</i>, vol. 62, no. 1, Art. no. 7, 2025, doi: <a href="https://doi.org/10.1007/s10801-025-01416-4">10.1007/s10801-025-01416-4</a>.'
  mla: Dalfó, C., et al. “On Token Signed Graphs.” <i>Journal of Algebraic Combinatorics</i>,
    vol. 62, no. 1, 7, Springer Science and Business Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s10801-025-01416-4">10.1007/s10801-025-01416-4</a>.
  short: C. Dalfó, M.A. Fiol, E. Steffen, Journal of Algebraic Combinatorics 62 (2025).
date_created: 2025-08-28T07:50:03Z
date_updated: 2025-08-28T07:57:27Z
department:
- _id: '542'
doi: 10.1007/s10801-025-01416-4
intvolume: '        62'
issue: '1'
language:
- iso: eng
publication: Journal of Algebraic Combinatorics
publication_identifier:
  issn:
  - 0925-9899
  - 1572-9192
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: On token signed graphs
type: journal_article
user_id: '15540'
volume: 62
year: '2025'
...
---
_id: '59794'
abstract:
- lang: eng
  text: The depth of networks plays a crucial role in the effectiveness of deep learning.
    However, the memory requirement for backpropagation scales linearly with the number
    of layers, which leads to memory bottlenecks during training. Moreover, deep networks
    are often unable to handle time-series data appearing at irregular intervals.
    These issues can be resolved by considering continuous-depth networks based on
    the neural ODE framework in combination with reversible integration methods that
    allow for variable time-steps. Reversibility of the method ensures that the memory
    requirement for training is independent of network depth, while variable time-steps
    are required for assimilating time-series data on irregular intervals. However,
    at present, there are no known higher-order reversible methods with this property.
    High-order methods are especially important when a high level of accuracy in learning
    is required or when small time-steps are necessary due to large errors in time
    integration of neural ODEs, for instance in context of complex dynamical systems
    such as Kepler systems and molecular dynamics. The requirement of small time-steps
    when using a low-order method can significantly increase the computational cost
    of training as well as inference. In this work, we present an approach for constructing
    high-order reversible methods that allow adaptive time-stepping. Our numerical
    tests show the advantages in computational speed when applied to the task of learning
    dynamical systems.
author:
- first_name: Sofya
  full_name: Maslovskaya, Sofya
  id: '87909'
  last_name: Maslovskaya
- first_name: Sina
  full_name: Ober-Blöbaum, Sina
  id: '16494'
  last_name: Ober-Blöbaum
- first_name: Christian
  full_name: Offen, Christian
  id: '85279'
  last_name: Offen
  orcid: 0000-0002-5940-8057
- first_name: Pranav
  full_name: Singh, Pranav
  last_name: Singh
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: Maslovskaya S, Ober-Blöbaum S, Offen C, Singh P, Wembe Moafo BE. Adaptive higher
    order reversible integrators for memory efficient deep learning. Published online
    2025.
  apa: Maslovskaya, S., Ober-Blöbaum, S., Offen, C., Singh, P., &#38; Wembe Moafo,
    B. E. (2025). <i>Adaptive higher order reversible integrators for memory efficient
    deep learning</i>.
  bibtex: '@article{Maslovskaya_Ober-Blöbaum_Offen_Singh_Wembe Moafo_2025, title={Adaptive
    higher order reversible integrators for memory efficient deep learning}, author={Maslovskaya,
    Sofya and Ober-Blöbaum, Sina and Offen, Christian and Singh, Pranav and Wembe
    Moafo, Boris Edgar}, year={2025} }'
  chicago: Maslovskaya, Sofya, Sina Ober-Blöbaum, Christian Offen, Pranav Singh, and
    Boris Edgar Wembe Moafo. “Adaptive Higher Order Reversible Integrators for Memory
    Efficient Deep Learning,” 2025.
  ieee: S. Maslovskaya, S. Ober-Blöbaum, C. Offen, P. Singh, and B. E. Wembe Moafo,
    “Adaptive higher order reversible integrators for memory efficient deep learning.”
    2025.
  mla: Maslovskaya, Sofya, et al. <i>Adaptive Higher Order Reversible Integrators
    for Memory Efficient Deep Learning</i>. 2025.
  short: S. Maslovskaya, S. Ober-Blöbaum, C. Offen, P. Singh, B.E. Wembe Moafo, (2025).
date_created: 2025-05-05T09:25:28Z
date_updated: 2025-09-30T15:16:09Z
ddc:
- '510'
department:
- _id: '636'
external_id:
  arxiv:
  - '2410.09537'
file:
- access_level: closed
  content_type: application/pdf
  creator: sofyam
  date_created: 2025-05-05T09:28:02Z
  date_updated: 2025-05-05T09:28:02Z
  file_id: '59795'
  file_name: 2410.09537v2.pdf
  file_size: 1830758
  relation: main_file
  success: 1
file_date_updated: 2025-05-05T09:28:02Z
has_accepted_license: '1'
language:
- iso: eng
status: public
title: Adaptive higher order reversible integrators for memory efficient deep learning
type: preprint
user_id: '85279'
year: '2025'
...
---
_id: '57472'
abstract:
- lang: eng
  text: In this paper we introduce, in a Hilbert space setting, a second order dynamical
    system with asymptotically vanishing damping and vanishing Tikhonov regularization
    that approaches a multiobjective optimization problem with convex and differentiable
    components of the objective function. Trajectory solutions are shown to exist
    in finite dimensions. We prove fast convergence of the function values, quantified
    in terms of a merit function. Based on the regime considered, we establish both
    weak and, in some cases, strong convergence of trajectory solutions toward a weak
    Pareto optimal solution. To achieve this, we apply Tikhonov regularization individually
    to each component of the objective function. This work extends results from single
    objective convex optimization into the multiobjective setting.
author:
- first_name: Radu Ioan
  full_name: Bot, Radu Ioan
  last_name: Bot
- first_name: Konstantin
  full_name: Sonntag, Konstantin
  id: '56399'
  last_name: Sonntag
  orcid: https://orcid.org/0000-0003-3384-3496
citation:
  ama: Bot RI, Sonntag K. Inertial dynamics with vanishing Tikhonov regularization
    for multobjective optimization. <i>Journal of Mathematical Analysis and Applications</i>.
    Published online 2025.
  apa: Bot, R. I., &#38; Sonntag, K. (2025). Inertial dynamics with vanishing Tikhonov
    regularization for multobjective optimization. <i>Journal of Mathematical Analysis
    and Applications</i>.
  bibtex: '@article{Bot_Sonntag_2025, title={Inertial dynamics with vanishing Tikhonov
    regularization for multobjective optimization}, journal={Journal of Mathematical
    Analysis and Applications}, author={Bot, Radu Ioan and Sonntag, Konstantin}, year={2025}
    }'
  chicago: Bot, Radu Ioan, and Konstantin Sonntag. “Inertial Dynamics with Vanishing
    Tikhonov Regularization for Multobjective Optimization.” <i>Journal of Mathematical
    Analysis and Applications</i>, 2025.
  ieee: R. I. Bot and K. Sonntag, “Inertial dynamics with vanishing Tikhonov regularization
    for multobjective optimization,” <i>Journal of Mathematical Analysis and Applications</i>,
    2025.
  mla: Bot, Radu Ioan, and Konstantin Sonntag. “Inertial Dynamics with Vanishing Tikhonov
    Regularization for Multobjective Optimization.” <i>Journal of Mathematical Analysis
    and Applications</i>, 2025.
  short: R.I. Bot, K. Sonntag, Journal of Mathematical Analysis and Applications (2025).
date_created: 2024-11-28T08:58:17Z
date_updated: 2025-10-16T11:56:36Z
ddc:
- '510'
department:
- _id: '101'
- _id: '530'
- _id: '655'
external_id:
  arxiv:
  - '2411.18422'
file:
- access_level: open_access
  content_type: application/pdf
  creator: sonntagk
  date_created: 2024-11-28T08:58:00Z
  date_updated: 2024-11-28T08:58:00Z
  file_id: '57473'
  file_name: Inertial dynamics with vanishing Tikhonov regularization for multobjective
    optimization.pdf
  file_size: 4291134
  relation: main_file
file_date_updated: 2024-11-28T08:58:00Z
has_accepted_license: '1'
keyword:
- Pareto optimization
- Lyapunov analysis
- gradient-like dynamical systems
- inertial dynamics
- asymptotic vanishing damping
- Tikhonov regularization
- strong convergence
language:
- iso: eng
main_file_link:
- url: https://arxiv.org/pdf/2411.18422
oa: '1'
publication: Journal of Mathematical Analysis and Applications
status: public
title: Inertial dynamics with vanishing Tikhonov regularization for multobjective
  optimization
type: journal_article
user_id: '56399'
year: '2025'
...
