---
_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: '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: '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: '62980'
abstract:
- lang: eng
  text: <jats:p>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 is 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.</jats:p>
article_number: '033062'
author:
- first_name: Denis A.
  full_name: Kopylov, Denis A.
  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 R.
  full_name: Sharapova, Polina R.
  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 DA, Offen C, Ares L, et al. Multiphoton, multimode state classification
    for nonlinear optical circuits. <i>Physical Review Research</i>. 2025;7(3). doi:<a
    href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>
  apa: Kopylov, D. A., Offen, C., Ares, L., Wembe Moafo, B. E., Ober-Blöbaum, S.,
    Meier, T., Sharapova, P. R., &#38; Sperling, J. (2025). Multiphoton, multimode
    state classification for nonlinear optical circuits. <i>Physical Review Research</i>,
    <i>7</i>(3), Article 033062. <a href="https://doi.org/10.1103/sv6z-v1gk">https://doi.org/10.1103/sv6z-v1gk</a>
  bibtex: '@article{Kopylov_Offen_Ares_Wembe Moafo_Ober-Blöbaum_Meier_Sharapova_Sperling_2025,
    title={Multiphoton, multimode state classification for nonlinear optical circuits},
    volume={7}, DOI={<a href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>},
    number={3033062}, journal={Physical Review Research}, publisher={American Physical
    Society (APS)}, author={Kopylov, Denis A. and Offen, Christian and Ares, Laura
    and Wembe Moafo, Boris Edgar and Ober-Blöbaum, Sina and Meier, Torsten and Sharapova,
    Polina R. and Sperling, Jan}, year={2025} }'
  chicago: Kopylov, Denis A., Christian Offen, Laura Ares, Boris Edgar Wembe Moafo,
    Sina Ober-Blöbaum, Torsten Meier, Polina R. Sharapova, and Jan Sperling. “Multiphoton,
    Multimode State Classification for Nonlinear Optical Circuits.” <i>Physical Review
    Research</i> 7, no. 3 (2025). <a href="https://doi.org/10.1103/sv6z-v1gk">https://doi.org/10.1103/sv6z-v1gk</a>.
  ieee: 'D. A. Kopylov <i>et al.</i>, “Multiphoton, multimode state classification
    for nonlinear optical circuits,” <i>Physical Review Research</i>, vol. 7, no.
    3, Art. no. 033062, 2025, doi: <a href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>.'
  mla: Kopylov, Denis A., et al. “Multiphoton, Multimode State Classification for
    Nonlinear Optical Circuits.” <i>Physical Review Research</i>, vol. 7, no. 3, 033062,
    American Physical Society (APS), 2025, doi:<a href="https://doi.org/10.1103/sv6z-v1gk">10.1103/sv6z-v1gk</a>.
  short: D.A. Kopylov, C. Offen, L. Ares, B.E. Wembe Moafo, S. Ober-Blöbaum, T. Meier,
    P.R. Sharapova, J. Sperling, Physical Review Research 7 (2025).
date_created: 2025-12-09T09:08:39Z
date_updated: 2025-12-09T09:10:01Z
department:
- _id: '15'
- _id: '569'
- _id: '170'
- _id: '293'
- _id: '706'
- _id: '636'
- _id: '35'
- _id: '230'
- _id: '429'
- _id: '623'
doi: 10.1103/sv6z-v1gk
intvolume: '         7'
issue: '3'
language:
- iso: eng
project:
- _id: '53'
  name: 'TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten
    zu funktionellen Strukturen'
- _id: '56'
  name: TRR 142 - Project Area C
- _id: '174'
  name: 'TRR 142 ; TP: C10: Erzeugung und Charakterisierung von Quantenlicht in nichtlinearen
    Systemen: Eine theoretische Analyse'
- _id: '266'
  name: 'PhoQC: Photonisches Quantencomputing'
publication: Physical Review Research
publication_identifier:
  issn:
  - 2643-1564
publication_status: published
publisher: American Physical Society (APS)
status: public
title: Multiphoton, multimode state classification for nonlinear optical circuits
type: journal_article
user_id: '16199'
volume: 7
year: '2025'
...
---
_id: '62979'
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: Torsten
  full_name: Meier, Torsten
  id: '344'
  last_name: Meier
  orcid: 0000-0001-8864-2072
- first_name: Polina R.
  full_name: Sharapova, Polina R.
  id: '60286'
  last_name: Sharapova
- first_name: Jan
  full_name: Sperling, Jan
  id: '75127'
  last_name: Sperling
  orcid: 0000-0002-5844-3205
- 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
- first_name: Christian
  full_name: Offen, Christian
  id: '85279'
  last_name: Offen
  orcid: 0000-0002-5940-8057
citation:
  ama: Meier T, Sharapova PR, Sperling J, Ober-Blöbaum S, Wembe Moafo BE, Offen C.
    Multiphoton, multimode state classification for nonlinear optical circuits. Published
    online 2025.
  apa: Meier, T., Sharapova, P. R., Sperling, J., Ober-Blöbaum, S., Wembe Moafo, B.
    E., &#38; Offen, C. (2025). <i>Multiphoton, multimode state classification for
    nonlinear optical circuits</i>.
  bibtex: '@article{Meier_Sharapova_Sperling_Ober-Blöbaum_Wembe Moafo_Offen_2025,
    title={Multiphoton, multimode state classification for nonlinear optical circuits},
    author={Meier, Torsten and Sharapova, Polina R. and Sperling, Jan and Ober-Blöbaum,
    Sina and Wembe Moafo, Boris Edgar and Offen, Christian}, year={2025} }'
  chicago: Meier, Torsten, Polina R. Sharapova, Jan Sperling, Sina Ober-Blöbaum, Boris
    Edgar Wembe Moafo, and Christian Offen. “Multiphoton, Multimode State Classification
    for Nonlinear Optical Circuits,” 2025.
  ieee: T. Meier, P. R. Sharapova, J. Sperling, S. Ober-Blöbaum, B. E. Wembe Moafo,
    and C. Offen, “Multiphoton, multimode state classification for nonlinear optical
    circuits.” 2025.
  mla: Meier, Torsten, et al. <i>Multiphoton, Multimode State Classification for Nonlinear
    Optical Circuits</i>. 2025.
  short: T. Meier, P.R. Sharapova, J. Sperling, S. Ober-Blöbaum, B.E. Wembe Moafo,
    C. Offen, (2025).
date_created: 2025-12-09T08:59:27Z
date_updated: 2025-12-09T09:10:23Z
department:
- _id: '15'
- _id: '170'
- _id: '293'
- _id: '706'
- _id: '636'
- _id: '230'
- _id: '623'
- _id: '429'
- _id: '35'
language:
- iso: eng
project:
- _id: '53'
  name: 'TRR 142: Maßgeschneiderte nichtlineare Photonik: Von grundlegenden Konzepten
    zu funktionellen Strukturen'
- _id: '56'
  name: TRR 142 - Project Area C
- _id: '174'
  name: 'TRR 142 ; TP: C10: Erzeugung und Charakterisierung von Quantenlicht in nichtlinearen
    Systemen: Eine theoretische Analyse'
- _id: '266'
  name: 'PhoQC: Photonisches Quantencomputing'
status: public
title: Multiphoton, multimode state classification for nonlinear optical circuits
type: preprint
user_id: '16199'
year: '2025'
...
---
_id: '59507'
abstract:
- lang: eng
  text: Differential equations posed on quadratic matrix Lie groups arise in the context
    of classical mechanics and quantum dynamical systems. Lie group numerical integrators
    preserve the constants of motions defining the Lie group. Thus, they respect important
    physical laws of the dynamical system, such as unitarity and energy conservation
    in the context of quantum dynamical systems, for instance. In this article we
    develop a high-order commutator free Lie group integrator for non-autonomous differential
    equations evolving on quadratic Lie groups. Instead of matrix exponentials, which
    are expensive to evaluate and need to be approximated by appropriate rational
    functions in order to preserve the Lie group structure, the proposed method is
    obtained as a composition of Cayley transforms which naturally respect the structure
    of quadratic Lie groups while being computationally efficient to evaluate. Unlike
    Cayley-Magnus methods the method is also free from nested matrix commutators.
author:
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
- first_name: 'Cristian '
  full_name: 'Offen, Cristian '
  last_name: Offen
- 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: Pranav
  full_name: Singh, Pranav
  last_name: Singh
citation:
  ama: Wembe Moafo BE, Offen C, Maslovskaya S, Ober-Blöbaum S, Singh P. Commutator-free
    Cayley methods. <i>J Comput Appl Math</i>. 477(15). doi:<a href="https://doi.org/10.1016/j.cam.2025.117184">10.1016/j.cam.2025.117184</a>
  apa: Wembe Moafo, B. E., Offen, C., Maslovskaya, S., Ober-Blöbaum, S., &#38; Singh,
    P. (n.d.). Commutator-free Cayley methods. <i>J. Comput. Appl. Math</i>, <i>477</i>(15).
    <a href="https://doi.org/10.1016/j.cam.2025.117184">https://doi.org/10.1016/j.cam.2025.117184</a>
  bibtex: '@article{Wembe Moafo_Offen_Maslovskaya_Ober-Blöbaum_Singh, title={Commutator-free
    Cayley methods}, volume={477}, DOI={<a href="https://doi.org/10.1016/j.cam.2025.117184">10.1016/j.cam.2025.117184</a>},
    number={15}, journal={J. Comput. Appl. Math}, author={Wembe Moafo, Boris Edgar
    and Offen, Cristian  and Maslovskaya, Sofya and Ober-Blöbaum, Sina and Singh,
    Pranav} }'
  chicago: Wembe Moafo, Boris Edgar, Cristian  Offen, Sofya Maslovskaya, Sina Ober-Blöbaum,
    and Pranav Singh. “Commutator-Free Cayley Methods.” <i>J. Comput. Appl. Math</i>
    477, no. 15 (n.d.). <a href="https://doi.org/10.1016/j.cam.2025.117184">https://doi.org/10.1016/j.cam.2025.117184</a>.
  ieee: 'B. E. Wembe Moafo, C. Offen, S. Maslovskaya, S. Ober-Blöbaum, and P. Singh,
    “Commutator-free Cayley methods,” <i>J. Comput. Appl. Math</i>, vol. 477, no.
    15, doi: <a href="https://doi.org/10.1016/j.cam.2025.117184">10.1016/j.cam.2025.117184</a>.'
  mla: Wembe Moafo, Boris Edgar, et al. “Commutator-Free Cayley Methods.” <i>J. Comput.
    Appl. Math</i>, vol. 477, no. 15, doi:<a href="https://doi.org/10.1016/j.cam.2025.117184">10.1016/j.cam.2025.117184</a>.
  short: B.E. Wembe Moafo, C. Offen, S. Maslovskaya, S. Ober-Blöbaum, P. Singh, J.
    Comput. Appl. Math 477 (n.d.).
date_created: 2025-04-10T14:42:52Z
date_updated: 2025-12-16T15:17:27Z
department:
- _id: '94'
doi: 10.1016/j.cam.2025.117184
intvolume: '       477'
issue: '15'
language:
- iso: eng
publication: J. Comput. Appl. Math
publication_status: submitted
status: public
title: Commutator-free Cayley methods
type: journal_article
user_id: '95394'
volume: 477
year: '2025'
...
---
_id: '35206'
author:
- first_name: Bernard
  full_name: Bonnard, Bernard
  last_name: Bonnard
- first_name: Jérémy
  full_name: Rouot, Jérémy
  last_name: Rouot
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: Bonnard B, Rouot J, Wembe Moafo BE. Accessibility properties of abnormal geodesics
    in optimal control illustrated by two case studies. <i>Mathematical Control and
    Related Fields</i>. 2022;0(0):0-0. doi:<a href="https://doi.org/10.3934/mcrf.2022052">10.3934/mcrf.2022052</a>
  apa: Bonnard, B., Rouot, J., &#38; Wembe Moafo, B. E. (2022). Accessibility properties
    of abnormal geodesics in optimal control illustrated by two case studies. <i>Mathematical
    Control and Related Fields</i>, <i>0</i>(0), 0–0. <a href="https://doi.org/10.3934/mcrf.2022052">https://doi.org/10.3934/mcrf.2022052</a>
  bibtex: '@article{Bonnard_Rouot_Wembe Moafo_2022, title={Accessibility properties
    of abnormal geodesics in optimal control illustrated by two case studies}, volume={0},
    DOI={<a href="https://doi.org/10.3934/mcrf.2022052">10.3934/mcrf.2022052</a>},
    number={0}, journal={Mathematical Control and Related Fields}, publisher={American
    Institute of Mathematical Sciences (AIMS)}, author={Bonnard, Bernard and Rouot,
    Jérémy and Wembe Moafo, Boris Edgar}, year={2022}, pages={0–0} }'
  chicago: 'Bonnard, Bernard, Jérémy Rouot, and Boris Edgar Wembe Moafo. “Accessibility
    Properties of Abnormal Geodesics in Optimal Control Illustrated by Two Case Studies.”
    <i>Mathematical Control and Related Fields</i> 0, no. 0 (2022): 0–0. <a href="https://doi.org/10.3934/mcrf.2022052">https://doi.org/10.3934/mcrf.2022052</a>.'
  ieee: 'B. Bonnard, J. Rouot, and B. E. Wembe Moafo, “Accessibility properties of
    abnormal geodesics in optimal control illustrated by two case studies,” <i>Mathematical
    Control and Related Fields</i>, vol. 0, no. 0, pp. 0–0, 2022, doi: <a href="https://doi.org/10.3934/mcrf.2022052">10.3934/mcrf.2022052</a>.'
  mla: Bonnard, Bernard, et al. “Accessibility Properties of Abnormal Geodesics in
    Optimal Control Illustrated by Two Case Studies.” <i>Mathematical Control and
    Related Fields</i>, vol. 0, no. 0, American Institute of Mathematical Sciences
    (AIMS), 2022, pp. 0–0, doi:<a href="https://doi.org/10.3934/mcrf.2022052">10.3934/mcrf.2022052</a>.
  short: B. Bonnard, J. Rouot, B.E. Wembe Moafo, Mathematical Control and Related
    Fields 0 (2022) 0–0.
date_created: 2023-01-04T10:26:56Z
date_updated: 2023-01-16T12:07:51Z
doi: 10.3934/mcrf.2022052
issue: '0'
keyword:
- Applied Mathematics
- Control and Optimization
- General Medicine
language:
- iso: eng
page: 0-0
publication: Mathematical Control and Related Fields
publication_identifier:
  issn:
  - 2156-8472
  - 2156-8499
publication_status: published
publisher: American Institute of Mathematical Sciences (AIMS)
status: public
title: Accessibility properties of abnormal geodesics in optimal control illustrated
  by two case studies
type: journal_article
user_id: '95394'
volume: '0'
year: '2022'
...
---
_id: '33869'
article_number: '105140'
author:
- first_name: B.
  full_name: Bonnard, B.
  last_name: Bonnard
- first_name: O.
  full_name: Cots, O.
  last_name: Cots
- first_name: J.
  full_name: Gergaud, J.
  last_name: Gergaud
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: Bonnard B, Cots O, Gergaud J, Wembe Moafo BE. Abnormal geodesics in 2D-Zermelo
    navigation problems in the case of revolution and the fan shape of the small time
    balls. <i>Systems &#38;amp; Control Letters</i>. 2022;161. doi:<a href="https://doi.org/10.1016/j.sysconle.2022.105140">10.1016/j.sysconle.2022.105140</a>
  apa: Bonnard, B., Cots, O., Gergaud, J., &#38; Wembe Moafo, B. E. (2022). Abnormal
    geodesics in 2D-Zermelo navigation problems in the case of revolution and the
    fan shape of the small time balls. <i>Systems &#38;amp; Control Letters</i>, <i>161</i>,
    Article 105140. <a href="https://doi.org/10.1016/j.sysconle.2022.105140">https://doi.org/10.1016/j.sysconle.2022.105140</a>
  bibtex: '@article{Bonnard_Cots_Gergaud_Wembe Moafo_2022, title={Abnormal geodesics
    in 2D-Zermelo navigation problems in the case of revolution and the fan shape
    of the small time balls}, volume={161}, DOI={<a href="https://doi.org/10.1016/j.sysconle.2022.105140">10.1016/j.sysconle.2022.105140</a>},
    number={105140}, journal={Systems &#38;amp; Control Letters}, publisher={Elsevier
    BV}, author={Bonnard, B. and Cots, O. and Gergaud, J. and Wembe Moafo, Boris Edgar},
    year={2022} }'
  chicago: Bonnard, B., O. Cots, J. Gergaud, and Boris Edgar Wembe Moafo. “Abnormal
    Geodesics in 2D-Zermelo Navigation Problems in the Case of Revolution and the
    Fan Shape of the Small Time Balls.” <i>Systems &#38;amp; Control Letters</i> 161
    (2022). <a href="https://doi.org/10.1016/j.sysconle.2022.105140">https://doi.org/10.1016/j.sysconle.2022.105140</a>.
  ieee: 'B. Bonnard, O. Cots, J. Gergaud, and B. E. Wembe Moafo, “Abnormal geodesics
    in 2D-Zermelo navigation problems in the case of revolution and the fan shape
    of the small time balls,” <i>Systems &#38;amp; Control Letters</i>, vol. 161,
    Art. no. 105140, 2022, doi: <a href="https://doi.org/10.1016/j.sysconle.2022.105140">10.1016/j.sysconle.2022.105140</a>.'
  mla: Bonnard, B., et al. “Abnormal Geodesics in 2D-Zermelo Navigation Problems in
    the Case of Revolution and the Fan Shape of the Small Time Balls.” <i>Systems
    &#38;amp; Control Letters</i>, vol. 161, 105140, Elsevier BV, 2022, doi:<a href="https://doi.org/10.1016/j.sysconle.2022.105140">10.1016/j.sysconle.2022.105140</a>.
  short: B. Bonnard, O. Cots, J. Gergaud, B.E. Wembe Moafo, Systems &#38;amp; Control
    Letters 161 (2022).
date_created: 2022-10-24T12:54:24Z
date_updated: 2023-01-16T12:08:58Z
doi: 10.1016/j.sysconle.2022.105140
intvolume: '       161'
keyword:
- Electrical and Electronic Engineering
- Mechanical Engineering
- General Computer Science
- Control and Systems Engineering
language:
- iso: eng
publication: Systems &amp; Control Letters
publication_identifier:
  issn:
  - 0167-6911
publication_status: published
publisher: Elsevier BV
status: public
title: Abnormal geodesics in 2D-Zermelo navigation problems in the case of revolution
  and the fan shape of the small time balls
type: journal_article
user_id: '95394'
volume: 161
year: '2022'
...
---
_id: '33871'
abstract:
- lang: eng
  text: '<jats:p>The first aim of this article is to present the link between the
    turnpike property and the singular perturbations theory: the first one being a
    particular case of the second one. Then, thanks to this link, we set up a new
    framework based on continuation methods for the resolution of singularly perturbed
    optimal control problems. We consider first the turnpike case, then, we generalize
    the approach to general control problems with singular perturbations (that is
    with fast but also slow variables). We illustrate each step with an example.</jats:p>'
author:
- first_name: Olivier
  full_name: Cots, Olivier
  last_name: Cots
- first_name: Joseph
  full_name: Gergaud, Joseph
  last_name: Gergaud
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: 'Cots O, Gergaud J, Wembe Moafo BE. Homotopic approach for turnpike and singularly
    perturbed optimal control problems. <i>ESAIM: Proceedings and Surveys</i>. 2021;71:43-53.
    doi:<a href="https://doi.org/10.1051/proc/202171105">10.1051/proc/202171105</a>'
  apa: 'Cots, O., Gergaud, J., &#38; Wembe Moafo, B. E. (2021). Homotopic approach
    for turnpike and singularly perturbed optimal control problems. <i>ESAIM: Proceedings
    and Surveys</i>, <i>71</i>, 43–53. <a href="https://doi.org/10.1051/proc/202171105">https://doi.org/10.1051/proc/202171105</a>'
  bibtex: '@article{Cots_Gergaud_Wembe Moafo_2021, title={Homotopic approach for turnpike
    and singularly perturbed optimal control problems}, volume={71}, DOI={<a href="https://doi.org/10.1051/proc/202171105">10.1051/proc/202171105</a>},
    journal={ESAIM: Proceedings and Surveys}, publisher={EDP Sciences}, author={Cots,
    Olivier and Gergaud, Joseph and Wembe Moafo, Boris Edgar}, year={2021}, pages={43–53}
    }'
  chicago: 'Cots, Olivier, Joseph Gergaud, and Boris Edgar Wembe Moafo. “Homotopic
    Approach for Turnpike and Singularly Perturbed Optimal Control Problems.” <i>ESAIM:
    Proceedings and Surveys</i> 71 (2021): 43–53. <a href="https://doi.org/10.1051/proc/202171105">https://doi.org/10.1051/proc/202171105</a>.'
  ieee: 'O. Cots, J. Gergaud, and B. E. Wembe Moafo, “Homotopic approach for turnpike
    and singularly perturbed optimal control problems,” <i>ESAIM: Proceedings and
    Surveys</i>, vol. 71, pp. 43–53, 2021, doi: <a href="https://doi.org/10.1051/proc/202171105">10.1051/proc/202171105</a>.'
  mla: 'Cots, Olivier, et al. “Homotopic Approach for Turnpike and Singularly Perturbed
    Optimal Control Problems.” <i>ESAIM: Proceedings and Surveys</i>, vol. 71, EDP
    Sciences, 2021, pp. 43–53, doi:<a href="https://doi.org/10.1051/proc/202171105">10.1051/proc/202171105</a>.'
  short: 'O. Cots, J. Gergaud, B.E. Wembe Moafo, ESAIM: Proceedings and Surveys 71
    (2021) 43–53.'
date_created: 2022-10-24T13:00:10Z
date_updated: 2023-01-16T12:08:28Z
doi: 10.1051/proc/202171105
intvolume: '        71'
keyword:
- Immunology
language:
- iso: eng
page: 43-53
publication: 'ESAIM: Proceedings and Surveys'
publication_identifier:
  issn:
  - 2267-3059
publication_status: published
publisher: EDP Sciences
status: public
title: Homotopic approach for turnpike and singularly perturbed optimal control problems
type: journal_article
user_id: '95394'
volume: 71
year: '2021'
...
---
_id: '33872'
author:
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: Wembe Moafo BE. <i>Geometric and Numerical Methods in Optimal Control and Zermelo
    Problems on Revolution Surfaces - Applications</i>.
  apa: Wembe Moafo, B. E. (n.d.). <i>Geometric and Numerical Methods in Optimal Control
    and Zermelo Problems on Revolution Surfaces - Applications</i>.
  bibtex: '@book{Wembe Moafo, title={Geometric and Numerical Methods in Optimal Control
    and Zermelo Problems on Revolution Surfaces - Applications}, author={Wembe Moafo,
    Boris Edgar} }'
  chicago: Wembe Moafo, Boris Edgar. <i>Geometric and Numerical Methods in Optimal
    Control and Zermelo Problems on Revolution Surfaces - Applications</i>, n.d.
  ieee: B. E. Wembe Moafo, <i>Geometric and Numerical Methods in Optimal Control and
    Zermelo Problems on Revolution Surfaces - Applications</i>. .
  mla: Wembe Moafo, Boris Edgar. <i>Geometric and Numerical Methods in Optimal Control
    and Zermelo Problems on Revolution Surfaces - Applications</i>.
  short: B.E. Wembe Moafo, Geometric and Numerical Methods in Optimal Control and
    Zermelo Problems on Revolution Surfaces - Applications, n.d.
date_created: 2022-10-25T09:08:05Z
date_updated: 2023-01-16T12:09:11Z
ddc:
- '510'
extern: '1'
file:
- access_level: open_access
  content_type: application/pdf
  creator: wboris
  date_created: 2022-10-25T09:07:57Z
  date_updated: 2022-10-25T09:07:57Z
  file_id: '33873'
  file_name: These_Hal.pdf
  file_size: 6662644
  relation: main_file
file_date_updated: 2022-10-25T09:07:57Z
has_accepted_license: '1'
language:
- iso: fre
oa: '1'
page: '180'
publication_status: submitted
related_material:
  link:
  - relation: confirmation
    url: https://hal.archives-ouvertes.fr/tel-03601394v2
status: public
title: Geometric and Numerical Methods in Optimal Control and Zermelo Problems on
  Revolution Surfaces - Applications
type: dissertation
user_id: '95394'
year: '2021'
...
---
_id: '33870'
author:
- first_name: Carlos
  full_name: Balsa, Carlos
  last_name: Balsa
- first_name: Olivier
  full_name: Cots, Olivier
  last_name: Cots
- first_name: Joseph
  full_name: Gergaud, Joseph
  last_name: Gergaud
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: 'Balsa C, Cots O, Gergaud J, Wembe Moafo BE. Minimum Energy Control of Passive
    Tracers Advection in Point Vortices Flow. In: <i>Lecture Notes in Electrical Engineering</i>.
    Springer International Publishing; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-58653-9_22">10.1007/978-3-030-58653-9_22</a>'
  apa: Balsa, C., Cots, O., Gergaud, J., &#38; Wembe Moafo, B. E. (2020). Minimum
    Energy Control of Passive Tracers Advection in Point Vortices Flow. In <i>Lecture
    Notes in Electrical Engineering</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-58653-9_22">https://doi.org/10.1007/978-3-030-58653-9_22</a>
  bibtex: '@inbook{Balsa_Cots_Gergaud_Wembe Moafo_2020, place={Cham}, title={Minimum
    Energy Control of Passive Tracers Advection in Point Vortices Flow}, DOI={<a href="https://doi.org/10.1007/978-3-030-58653-9_22">10.1007/978-3-030-58653-9_22</a>},
    booktitle={Lecture Notes in Electrical Engineering}, publisher={Springer International
    Publishing}, author={Balsa, Carlos and Cots, Olivier and Gergaud, Joseph and Wembe
    Moafo, Boris Edgar}, year={2020} }'
  chicago: 'Balsa, Carlos, Olivier Cots, Joseph Gergaud, and Boris Edgar Wembe Moafo.
    “Minimum Energy Control of Passive Tracers Advection in Point Vortices Flow.”
    In <i>Lecture Notes in Electrical Engineering</i>. Cham: Springer International
    Publishing, 2020. <a href="https://doi.org/10.1007/978-3-030-58653-9_22">https://doi.org/10.1007/978-3-030-58653-9_22</a>.'
  ieee: 'C. Balsa, O. Cots, J. Gergaud, and B. E. Wembe Moafo, “Minimum Energy Control
    of Passive Tracers Advection in Point Vortices Flow,” in <i>Lecture Notes in Electrical
    Engineering</i>, Cham: Springer International Publishing, 2020.'
  mla: Balsa, Carlos, et al. “Minimum Energy Control of Passive Tracers Advection
    in Point Vortices Flow.” <i>Lecture Notes in Electrical Engineering</i>, Springer
    International Publishing, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-58653-9_22">10.1007/978-3-030-58653-9_22</a>.
  short: 'C. Balsa, O. Cots, J. Gergaud, B.E. Wembe Moafo, in: Lecture Notes in Electrical
    Engineering, Springer International Publishing, Cham, 2020.'
date_created: 2022-10-24T12:59:19Z
date_updated: 2023-01-16T12:08:44Z
doi: 10.1007/978-3-030-58653-9_22
language:
- iso: eng
place: Cham
publication: Lecture Notes in Electrical Engineering
publication_identifier:
  isbn:
  - '9783030586522'
  - '9783030586539'
  issn:
  - 1876-1100
  - 1876-1119
publication_status: published
publisher: Springer International Publishing
status: public
title: Minimum Energy Control of Passive Tracers Advection in Point Vortices Flow
type: book_chapter
user_id: '95394'
year: '2020'
...
---
_id: '33866'
abstract:
- lang: eng
  text: <jats:p>Helhmoltz–Kirchhoff equations of motions of vortices of an incompressible
    fluid in the plane define a dynamics with singularities and this leads to a Zermelo
    navigation problem describing the ship travel in such a field where the control
    is the heading angle. Considering one vortex, we define a time minimization problem
    which can be analyzed with the technics of geometric optimal control combined
    with numerical simulations, the geometric frame being the extension of Randers
    metrics in the punctured plane, with rotational symmetry. Candidates as minimizers
    are parameterized thanks to the Pontryagin Maximum Principle as extremal solutions
    of a Hamiltonian vector field. We analyze the time minimal solution to transfer
    the ship between two points where during the transfer the ship can be either in
    a strong current region in the vicinity of the vortex or in a weak current region.
    The analysis is based on a micro-local classification of the extremals using mainly
    the integrability properties of the dynamics due to the rotational symmetry. The
    discussion is complex and related to the existence of an isolated extremal (Reeb)
    circle due to the vortex singularity. The explicit computation of cut points where
    the extremal curves cease to be optimal is given and the spheres are described
    in the case where at the initial point the current is weak.</jats:p>
article_number: S10
author:
- first_name: Bernard
  full_name: Bonnard, Bernard
  last_name: Bonnard
- first_name: Olivier
  full_name: Cots, Olivier
  last_name: Cots
- first_name: Boris Edgar
  full_name: Wembe Moafo, Boris Edgar
  id: '95394'
  last_name: Wembe Moafo
citation:
  ama: 'Bonnard B, Cots O, Wembe Moafo BE. A Zermelo navigation problem with a vortex
    singularity. <i>ESAIM: Control, Optimisation and Calculus of Variations</i>. 2020;27.
    doi:<a href="https://doi.org/10.1051/cocv/2020058">10.1051/cocv/2020058</a>'
  apa: 'Bonnard, B., Cots, O., &#38; Wembe Moafo, B. E. (2020). A Zermelo navigation
    problem with a vortex singularity. <i>ESAIM: Control, Optimisation and Calculus
    of Variations</i>, <i>27</i>, Article S10. <a href="https://doi.org/10.1051/cocv/2020058">https://doi.org/10.1051/cocv/2020058</a>'
  bibtex: '@article{Bonnard_Cots_Wembe Moafo_2020, title={A Zermelo navigation problem
    with a vortex singularity}, volume={27}, DOI={<a href="https://doi.org/10.1051/cocv/2020058">10.1051/cocv/2020058</a>},
    number={S10}, journal={ESAIM: Control, Optimisation and Calculus of Variations},
    publisher={EDP Sciences}, author={Bonnard, Bernard and Cots, Olivier and Wembe
    Moafo, Boris Edgar}, year={2020} }'
  chicago: 'Bonnard, Bernard, Olivier Cots, and Boris Edgar Wembe Moafo. “A Zermelo
    Navigation Problem with a Vortex Singularity.” <i>ESAIM: Control, Optimisation
    and Calculus of Variations</i> 27 (2020). <a href="https://doi.org/10.1051/cocv/2020058">https://doi.org/10.1051/cocv/2020058</a>.'
  ieee: 'B. Bonnard, O. Cots, and B. E. Wembe Moafo, “A Zermelo navigation problem
    with a vortex singularity,” <i>ESAIM: Control, Optimisation and Calculus of Variations</i>,
    vol. 27, Art. no. S10, 2020, doi: <a href="https://doi.org/10.1051/cocv/2020058">10.1051/cocv/2020058</a>.'
  mla: 'Bonnard, Bernard, et al. “A Zermelo Navigation Problem with a Vortex Singularity.”
    <i>ESAIM: Control, Optimisation and Calculus of Variations</i>, vol. 27, S10,
    EDP Sciences, 2020, doi:<a href="https://doi.org/10.1051/cocv/2020058">10.1051/cocv/2020058</a>.'
  short: 'B. Bonnard, O. Cots, B.E. Wembe Moafo, ESAIM: Control, Optimisation and
    Calculus of Variations 27 (2020).'
date_created: 2022-10-24T12:51:05Z
date_updated: 2023-01-16T12:09:22Z
doi: 10.1051/cocv/2020058
intvolume: '        27'
keyword:
- Computational Mathematics
- Control and Optimization
- Control and Systems Engineering
language:
- iso: eng
publication: 'ESAIM: Control, Optimisation and Calculus of Variations'
publication_identifier:
  issn:
  - 1292-8119
  - 1262-3377
publication_status: published
publisher: EDP Sciences
status: public
title: A Zermelo navigation problem with a vortex singularity
type: journal_article
user_id: '95394'
volume: 27
year: '2020'
...
