---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '21295'
abstract:
- lang: eng
  text: 'Depending on the type of flow, the transition to turbulence can take one
    of two forms: either turbulence arises from a sequence of instabilities or from
    the spatial proliferation of transiently chaotic domains, a process analogous
    to directed percolation. The former scenario is commonly referred to as a supercritical
    transition and frequently encountered in flows destabilized by body forces, whereas
    the latter subcritical transition is common in shear flows. Both cases are inherently
    continuous in a sense that the transformation from ordered laminar to fully turbulent
    fluid motion is only accomplished gradually with flow speed. Here we show that
    these established transition types do not account for the more general setting
    of shear flows subject to body forces. The combination of the two continuous scenarios
    leads to the attenuation of spatial coupling; with increasing forcing amplitude,
    the transition becomes increasingly sharp and eventually discontinuous. We argue
    that the suppression of laminar–turbulent coexistence and the approach towards
    a discontinuous phase transition potentially apply to a broad range of situations
    including flows subject to, for example, buoyancy, centrifugal or electromagnetic
    forces.'
acknowledgement: The work was supported by the Simons Foundation (grant number 662960,
  to B.H.). Open access funding provided by Institute of Science and Technology (IST
  Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Bowen
  full_name: Yang, Bowen
  id: 71b6ff4b-15b2-11ec-abd3-aef6b028cf7e
  last_name: Yang
  orcid: 0000-0002-4843-6853
- first_name: Yi
  full_name: Zhuang, Yi
  id: 3677B57C-F248-11E8-B48F-1D18A9856A87
  last_name: Zhuang
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
- first_name: Mukund
  full_name: Vasudevan, Mukund
  id: 3C5A959A-F248-11E8-B48F-1D18A9856A87
  last_name: Vasudevan
- first_name: Elena
  full_name: Marensi, Elena
  id: 0BE7553A-1004-11EA-B805-18983DDC885E
  last_name: Marensi
  orcid: 0000-0001-7173-4923
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Yang B, Zhuang Y, Yalniz G, Vasudevan M, Marensi E, Hof B. Discontinuous transition
    to shear flow turbulence. <i>Nature Physics</i>. 2026. doi:<a href="https://doi.org/10.1038/s41567-025-03166-3">10.1038/s41567-025-03166-3</a>
  apa: Yang, B., Zhuang, Y., Yalniz, G., Vasudevan, M., Marensi, E., &#38; Hof, B.
    (2026). Discontinuous transition to shear flow turbulence. <i>Nature Physics</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s41567-025-03166-3">https://doi.org/10.1038/s41567-025-03166-3</a>
  chicago: Yang, Bowen, Yi Zhuang, Gökhan Yalniz, Mukund Vasudevan, Elena Marensi,
    and Björn Hof. “Discontinuous Transition to Shear Flow Turbulence.” <i>Nature
    Physics</i>. Springer Nature, 2026. <a href="https://doi.org/10.1038/s41567-025-03166-3">https://doi.org/10.1038/s41567-025-03166-3</a>.
  ieee: B. Yang, Y. Zhuang, G. Yalniz, M. Vasudevan, E. Marensi, and B. Hof, “Discontinuous
    transition to shear flow turbulence,” <i>Nature Physics</i>. Springer Nature,
    2026.
  ista: Yang B, Zhuang Y, Yalniz G, Vasudevan M, Marensi E, Hof B. 2026. Discontinuous
    transition to shear flow turbulence. Nature Physics.
  mla: Yang, Bowen, et al. “Discontinuous Transition to Shear Flow Turbulence.” <i>Nature
    Physics</i>, Springer Nature, 2026, doi:<a href="https://doi.org/10.1038/s41567-025-03166-3">10.1038/s41567-025-03166-3</a>.
  short: B. Yang, Y. Zhuang, G. Yalniz, M. Vasudevan, E. Marensi, B. Hof, Nature Physics
    (2026).
corr_author: '1'
date_created: 2026-02-17T11:38:41Z
date_published: 2026-02-17T00:00:00Z
date_updated: 2026-02-23T11:36:46Z
day: '17'
ddc:
- '532'
department:
- _id: GradSch
- _id: BjHo
doi: 10.1038/s41567-025-03166-3
external_id:
  arxiv:
  - '2311.11474'
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa_version: Published Version
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Nature Physics
publication_identifier:
  eissn:
  - 1745-2481
  issn:
  - 1745-2473
publication_status: epub_ahead
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Discontinuous transition to shear flow turbulence
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '20402'
abstract:
- lang: eng
  text: The recent classification of the onset of turbulence as a directed percolation
    (DP) phase transition has been applied to all major shear flows including pipe,
    channel, Couette and boundary layer flows. A cornerstone of the DP analogy is
    the memoryless (Poisson) property of turbulent sites. We here show that, for the
    classic case of channel flow, neither the decay nor the proliferation of turbulent
    stripes is memoryless. As demonstrated by a standard analysis of the respective
    survival curves, isolated channel stripes, in the immediate vicinity of the critical
    point, age. Consequently, the one to one mapping between turbulent stripes and
    active DP-sites is not fulfilled in this low Reynolds number regime. In addition,
    the interpretation of turbulence as a chaotic saddle with supertransient properties,
    the basis of recent theoretical progress, does not apply to individual localized
    stripes. The discrepancy between channel flow and the transition models established
    for pipe and Couette flow, illustrates that seemingly minor geometrical differences
    between flows can give rise to instabilities and growth mechanisms that fundamentally
    alter the nature of the transition to turbulence.
acknowledgement: This work was supported by a grant from the Simons Foundation (662960,
  BH). We thank Yohann Duguet for helpful discussions, Baofang Song for the initial
  adaptation of openpipeflow57 to the channel geometry, and Ashley P. Willis for openpipeflow57.
article_number: '8447'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Mukund
  full_name: Vasudevan, Mukund
  id: 3C5A959A-F248-11E8-B48F-1D18A9856A87
  last_name: Vasudevan
- first_name: Chaitanya S
  full_name: Paranjape, Chaitanya S
  id: 3D85B7C4-F248-11E8-B48F-1D18A9856A87
  last_name: Paranjape
- first_name: Michael Philip
  full_name: Sitte, Michael Philip
  id: 0ba0f1f2-9cfe-11f0-bee6-f95318d225b0
  last_name: Sitte
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Vasudevan M, Paranjape CS, Sitte MP, Yalniz G, Hof B. Aging and memory of transitional
    turbulence. <i>Nature Communications</i>. 2025;16. doi:<a href="https://doi.org/10.1038/s41467-025-63044-7">10.1038/s41467-025-63044-7</a>
  apa: Vasudevan, M., Paranjape, C. S., Sitte, M. P., Yalniz, G., &#38; Hof, B. (2025).
    Aging and memory of transitional turbulence. <i>Nature Communications</i>. Springer
    Nature. <a href="https://doi.org/10.1038/s41467-025-63044-7">https://doi.org/10.1038/s41467-025-63044-7</a>
  chicago: Vasudevan, Mukund, Chaitanya S Paranjape, Michael Philip Sitte, Gökhan
    Yalniz, and Björn Hof. “Aging and Memory of Transitional Turbulence.” <i>Nature
    Communications</i>. Springer Nature, 2025. <a href="https://doi.org/10.1038/s41467-025-63044-7">https://doi.org/10.1038/s41467-025-63044-7</a>.
  ieee: M. Vasudevan, C. S. Paranjape, M. P. Sitte, G. Yalniz, and B. Hof, “Aging
    and memory of transitional turbulence,” <i>Nature Communications</i>, vol. 16.
    Springer Nature, 2025.
  ista: Vasudevan M, Paranjape CS, Sitte MP, Yalniz G, Hof B. 2025. Aging and memory
    of transitional turbulence. Nature Communications. 16, 8447.
  mla: Vasudevan, Mukund, et al. “Aging and Memory of Transitional Turbulence.” <i>Nature
    Communications</i>, vol. 16, 8447, Springer Nature, 2025, doi:<a href="https://doi.org/10.1038/s41467-025-63044-7">10.1038/s41467-025-63044-7</a>.
  short: M. Vasudevan, C.S. Paranjape, M.P. Sitte, G. Yalniz, B. Hof, Nature Communications
    16 (2025).
corr_author: '1'
date_created: 2025-09-27T13:27:31Z
date_published: 2025-09-26T00:00:00Z
date_updated: 2025-12-01T12:40:27Z
day: '26'
ddc:
- '532'
department:
- _id: BjHo
doi: 10.1038/s41467-025-63044-7
external_id:
  arxiv:
  - '2112.06537'
  isi:
  - '001582555200041'
file:
- access_level: open_access
  checksum: 945926ead9cde464435d456427e2869e
  content_type: application/pdf
  creator: gyalniz
  date_created: 2025-09-27T13:32:03Z
  date_updated: 2025-09-27T13:32:03Z
  file_id: '20403'
  file_name: s41467-025-63044-7.pdf
  file_size: 2226082
  relation: main_file
file_date_updated: 2025-09-27T13:32:03Z
has_accepted_license: '1'
intvolume: '        16'
isi: 1
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Nature Communications
publication_identifier:
  eissn:
  - 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Aging and memory of transitional turbulence
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 16
year: '2025'
...
---
OA_place: publisher
_id: '19684'
abstract:
- lang: eng
  text: "The overarching goal of this thesis is to break down the complexity of turbulent
    flows in terms of enumerable, coherent structures and patterns. In a five-paper
    series, we adopt a variety of perspectives and techniques to relate the properties
    of systems of increasing complexity to their underlying coherent structures. \r\n\r\nInitially,
    we take a dynamical systems point of view, seeing turbulent flow as a chaotic
    trajectory bouncing between exact unstable solutions of the underlying equations
    of motion. Using persistent homology, the main tool of topological data analysis
    capturing the persistence across scales of topological features in a point cloud,
    we introduce a method that quantifies visits of turbulent trajectories to unstable
    time-periodic solutions, also called periodic orbits. We demonstrate this method
    first in the Rössler and Kuramoto–Sivashinsky systems. Using this method in 3D
    Kolmogorov flow, we extract a Markov chain from turbulent data, where each node
    corresponds to the neighbourhood of a periodic orbit. The invariant distribution
    of this Markov chain reproduces expectation values on turbulent data when it is
    used to weight averages on the respective periodic orbits.\r\n\r\nIn more realistic,
    wall-bounded settings, such as plane-Couette flow (pcf) driven by the relative
    motion of the walls, or plane-Poiseuille flow (ppf) driven by a pressure gradient,
    finding exact solutions is difficult. We use dynamic mode decomposition (DMD),
    a dimensionality reduction method for sequential data, to identify and approximate
    low-dimensional dynamics without knowing any exact solutions. Most spatially-extended
    systems are equivariant under translations, and in such cases spatial drifts dominate
    DMD, hindering its use in the search for and modelling of low-dimensional dynamics.
    We augment DMD with a symmetry reduction method trained on turbulent data to stop
    it from seeing translations as a feature, improving its ability to extract dynamical
    information in translation-equivariant systems. We find segments of turbulent
    trajectories that linearize well with their symmetry-reduced DMD spectra, akin
    to dynamics near exact solutions. Searching for harmonics in the spectra gives
    leads for periodic orbits with spatial drifts, one of which converges to a new
    solution.\r\n\r\nIn larger domains, turbulence can localize and coexist with surrounding
    laminar flow. Our preceding approaches are global, taking all of a domain into
    account at once, and cannot readily treat each localized patch individually. Working
    first in a minimal oblique domain that can host a single 1D-localized turbulent
    patch, we find that turbulence in ppf is connected to a stable periodic orbit
    at a flow velocity much lower than when turbulence is first onset. We show that,
    well in advance of sustained turbulence, chaos sets in explosively, and for long
    time horizons, time series are consistent with that of a random process.\r\n\r\nFinally,
    in much larger domains, we study and compare 2D-localized turbulence that appears
    as large-scale inclined structures, called stripes, in ppf and pcf. While appearing
    similar, we find that stripes in these two settings differ significantly in terms
    of how they sustain themselves, and in higher velocities, how they proliferate."
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "The work in this thesis was supported by a grant from the Simons
  Foundation (662960, BH).\r\n"
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
citation:
  ama: 'Yalniz G. Transition to turbulence : Data-, solution-, and pattern-driven
    approaches. 2025. doi:<a href="https://doi.org/10.15479/AT-ISTA-19684">10.15479/AT-ISTA-19684</a>'
  apa: 'Yalniz, G. (2025). <i>Transition to turbulence : Data-, solution-, and pattern-driven
    approaches</i>. Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-19684">https://doi.org/10.15479/AT-ISTA-19684</a>'
  chicago: 'Yalniz, Gökhan. “Transition to Turbulence : Data-, Solution-, and Pattern-Driven
    Approaches.” Institute of Science and Technology Austria, 2025. <a href="https://doi.org/10.15479/AT-ISTA-19684">https://doi.org/10.15479/AT-ISTA-19684</a>.'
  ieee: 'G. Yalniz, “Transition to turbulence : Data-, solution-, and pattern-driven
    approaches,” Institute of Science and Technology Austria, 2025.'
  ista: 'Yalniz G. 2025. Transition to turbulence : Data-, solution-, and pattern-driven
    approaches. Institute of Science and Technology Austria.'
  mla: 'Yalniz, Gökhan. <i>Transition to Turbulence : Data-, Solution-, and Pattern-Driven
    Approaches</i>. Institute of Science and Technology Austria, 2025, doi:<a href="https://doi.org/10.15479/AT-ISTA-19684">10.15479/AT-ISTA-19684</a>.'
  short: 'G. Yalniz, Transition to Turbulence : Data-, Solution-, and Pattern-Driven
    Approaches, Institute of Science and Technology Austria, 2025.'
corr_author: '1'
date_created: 2025-05-12T15:12:28Z
date_published: 2025-05-13T00:00:00Z
date_updated: 2026-04-07T11:47:06Z
day: '13'
ddc:
- '514'
- '519'
- '532'
- '004'
degree_awarded: PhD
department:
- _id: GradSch
- _id: BjHo
doi: 10.15479/AT-ISTA-19684
file:
- access_level: open_access
  checksum: 0e452642b79f13633f1595bde71a67e3
  content_type: application/pdf
  creator: gyalniz
  date_created: 2025-05-12T15:13:28Z
  date_updated: 2025-05-12T15:13:28Z
  file_id: '19685'
  file_name: Gökhan Yalnız - PhD thesis.pdf
  file_size: 20058169
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 921099d76adab2df784ce12ce41cfb22
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:15:59Z
  date_updated: 2025-05-12T15:43:28Z
  description: '3D visualizations of the turbulent flow (left) and the periodic orbits
    (middle) that are being shadowed along with the local state space projections
    (right) onto the principal components of the respective periodic orbit. Shown
    here are the isosurfaces of velocity (red/blue: ±95% of the instantaneous maximum)
    and vorticity (purple/green: ±65% of the instantaneous maximum) in the x-direction.
    Markers along the projections are in sync with the 3D visualizations. The movie
    corresponds to the initial time interval (up to t = 100) of figure 2.2 (a,b);
    periodic orbits and the state space projections are shown only through the shadowing
    events indicated in figure 2.2 (b).'
  file_id: '19686'
  file_name: Movie 2A.1.mp4
  file_size: 37763743
  relation: supplementary_material
  title: Chapter 2 - Movie 2A.1
- access_level: open_access
  checksum: 0ae5ac7d9896003c0c4207dd746808dc
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:16:09Z
  date_updated: 2025-05-12T15:43:28Z
  description: 'Turbulent flow (left) in HKW domain and its symmetry reduction (right).
    Shown here are the isosurfaces of streamwise velocity (red/blue: u = 0.5 max/min
    u) and streamwise vorticity (green/purple: ω_x = 0.5 max/min ω_x).'
  file_id: '19687'
  file_name: Movie 3A.1.mp4
  file_size: 3902655
  relation: supplementary_material
  title: Chapter 3 - Movie 3A.1
- access_level: open_access
  checksum: ef8d270e066c1a9c3cb5ae46acf945e6
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:16:21Z
  date_updated: 2025-05-12T15:43:28Z
  description: 'Turbulent flow (left) in P2K domain and its symmetry reduction (right).
    Shown here are the isosurfaces of streamwise velocity (red/blue: u = 0.5 max/min
    u) and streamwise vorticity (green/purple: ω_x = 0.5 max/min ω_x).'
  file_id: '19688'
  file_name: Movie 3A.2.mp4
  file_size: 7043169
  relation: supplementary_material
  title: Chapter 3 - Movie 3A.2
- access_level: open_access
  checksum: 7ed871f428100d6827ac9b0e8ca8e985
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:16:36Z
  date_updated: 2025-05-12T15:43:28Z
  description: 'Relative periodic orbit RPO_79.4 (left) of the plane-Couette flow
    (HKW domain) and its symmetry reduction (right). Shown here are the isosurfaces
    of streamwise velocity (red/blue: u = 0.5 max/min u) and streamwise vorticity
    (green/purple: ω_x = 0.5 max/min ω_x).'
  file_id: '19689'
  file_name: Movie 3A.3.mp4
  file_size: 7748659
  relation: supplementary_material
  title: Chapter 3 - Movie 3A.3
- access_level: open_access
  checksum: dd5a252e1da00c8f303588e22e2baeef
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:16:50Z
  date_updated: 2025-05-12T15:43:28Z
  description: 'Symmetry-reduced flow (left), its SRDMD approximation (middle), and
    state space projection (right) showing the spiral-out episode in P2K domain (figure
    3.6 (b) and figure 3.8 (b)). Shown here are the isosurfaces of streamwise velocity
    (red/blue: u = 0.5 max/min u) and streamwise vorticity (green/purple: ω_x = 0.5
    max/min ω_x).'
  file_id: '19690'
  file_name: Movie 3A.4.mp4
  file_size: 5873052
  relation: supplementary_material
  title: Chapter 3 - Movie 3A.4
- access_level: open_access
  checksum: 5ac58b86810698db28cbfc28f351ff70
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:17:11Z
  date_updated: 2025-05-12T15:43:28Z
  description: Movie demonstrating the quasi-steady Reynolds number descent from turbulence
    to a periodic orbit.
  file_id: '19691'
  file_name: Movie 4A.1.mp4
  file_size: 9209327
  relation: supplementary_material
  title: Chapter 4 - Movie 4A.1
- access_level: open_access
  checksum: ac877f1e1ef39439911bf37cb1793b8e
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:17:43Z
  date_updated: 2025-05-12T15:43:28Z
  description: Streamwise velocity fluctuations (from laminar) of plane-Couette flow
    (Re^C =335) at the y = 0 wall-normal plane in coordinates stationary with respect
    to the bulk velocity. Here, x is the streamwise direction (the wall at y = 1 moves
    to the right) and z is the spanwise direction. Time is in advectime time units.
    Shown is the full (L_x = L_z = 400) domain.
  file_id: '19692'
  file_name: Movie 5A.1.mp4
  file_size: 5893993
  relation: supplementary_material
  title: Chapter 5 - Movie 5A.1
- access_level: open_access
  checksum: fd17eabb70129ceaa414e40924d1d2fe
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:17:49Z
  date_updated: 2025-05-12T15:43:28Z
  description: Streamwise velocity fluctuations (from laminar) of plane-Poiseuille
    flow (Re^P =660) at the y = 0.5 wall-normal plane in coordinates stationary with
    respect to the bulk velocity. Here, x is the streamwise direction (the mean negative
    pressure gradient is to the right) and z is the spanwise direction. Time is in
    advectime time units. Shown is the full (L_x = L_z = 400) domain.
  file_id: '19693'
  file_name: Movie 5A.2.mp4
  file_size: 3990352
  relation: supplementary_material
  title: Chapter 5 - Movie 5A.2
- access_level: open_access
  checksum: 32f904497ab0bbee38f0788d96b91454
  content_type: video/mp4
  creator: gyalniz
  date_created: 2025-05-12T15:17:58Z
  date_updated: 2025-05-12T15:43:28Z
  description: Streamwise velocity fluctuations (from laminar) of plane-Poiseuille
    flow (Re^P=660) at the y = 0.5 wall-normal plane in coordinates stationary with
    respect to the average velocity of the downstream tip of the stripe. Here, x is
    the streamwise direction (the mean negative pressure gradient is to the right)
    and z is the spanwise direction. Time is in advectime time units. Shown is a zoom-in
    of the full (L_x = L_z) domain.
  file_id: '19694'
  file_name: Movie 5A.3.mp4
  file_size: 5171009
  relation: supplementary_material
  title: Chapter 5 - Movie 5A.3
- access_level: closed
  checksum: f313261b9bb12dfb943fead8318954c6
  content_type: application/x-zip-compressed
  creator: gyalniz
  date_created: 2025-05-12T15:27:10Z
  date_updated: 2025-05-12T15:43:28Z
  file_id: '19695'
  file_name: Gökhan Yalnız - PhD thesis.zip
  file_size: 18991996
  relation: source_file
file_date_updated: 2025-05-12T15:43:28Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: '155'
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication_identifier:
  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '7563'
    relation: part_of_dissertation
    status: public
  - id: '9558'
    relation: part_of_dissertation
    status: public
  - id: '12105'
    relation: part_of_dissertation
    status: public
  - id: '13274'
    relation: part_of_dissertation
    status: public
  - id: '14466'
    relation: part_of_dissertation
    status: public
status: public
supervisor:
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
title: 'Transition to turbulence : Data-, solution-, and pattern-driven approaches'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2025'
...
---
_id: '17128'
abstract:
- lang: eng
  text: The onset of turbulence in pipe flow has defied detailed understanding ever
    since the first observations of the spatially heterogeneous nature of the transition.
    Recent theoretical studies and experiments in simpler, shear-driven flows suggest
    that the onset of turbulence is a directed-percolation non-equilibrium phase transition,
    but whether these findings are generic and also apply to open or pressure-driven
    flows is unknown. In pipe flow, the extremely long time scales near the transition
    make direct observations of critical behaviour virtually impossible. Here we find
    a technical solution to that limitation and show that the universality class of
    the transition is directed percolation, from which a jammed phase of puffs emerges
    above the critical point. Our method is to experimentally characterize all pairwise
    interactions between localized patches of turbulence puffs and use these interactions
    as input for renormalization group and computer simulations of minimal models
    that extrapolate to long length and time scales. The strong interactions in the
    jamming regime enable us to explicitly measure the turbulent fraction and confirm
    model predictions. Our work shows that directed-percolation scaling applies beyond
    simple closed shear flows and underscores how statistical mechanics can lead to
    profound, quantitative and predictive insights on turbulent flows and their phases.
acknowledgement: We gratefully acknowledge the assistance of J. M. Lopez with DNSs
  at an early stage of this work. This work was partially supported by two grants
  from the Simons Foundation (grant nos. 662985 (N.G.) and 662960 (B.H.)) and by Ministry
  of Science and Technology, Taiwan (grant nos. MOST 109-2112-M-001-017-MY3 and MOST
  111-2112-M-001-027-MY3 (H.-Y.S.)). Part of this work was performed using computing
  resources of CRIANN (Normandy, France).
article_processing_charge: No
article_type: original
author:
- first_name: Grégoire M
  full_name: Lemoult, Grégoire M
  id: 4787FE80-F248-11E8-B48F-1D18A9856A87
  last_name: Lemoult
- first_name: Mukund
  full_name: Vasudevan, Mukund
  id: 3C5A959A-F248-11E8-B48F-1D18A9856A87
  last_name: Vasudevan
- first_name: Hong Yan
  full_name: Shih, Hong Yan
  last_name: Shih
- first_name: Gaute
  full_name: Linga, Gaute
  last_name: Linga
- first_name: Joachim
  full_name: Mathiesen, Joachim
  last_name: Mathiesen
- first_name: Nigel
  full_name: Goldenfeld, Nigel
  last_name: Goldenfeld
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Lemoult GM, Vasudevan M, Shih HY, et al. Directed percolation and puff jamming
    near the transition to pipe turbulence. <i>Nature Physics</i>. 2024;20:1339-1345.
    doi:<a href="https://doi.org/10.1038/s41567-024-02513-0">10.1038/s41567-024-02513-0</a>
  apa: Lemoult, G. M., Vasudevan, M., Shih, H. Y., Linga, G., Mathiesen, J., Goldenfeld,
    N., &#38; Hof, B. (2024). Directed percolation and puff jamming near the transition
    to pipe turbulence. <i>Nature Physics</i>. Springer Nature. <a href="https://doi.org/10.1038/s41567-024-02513-0">https://doi.org/10.1038/s41567-024-02513-0</a>
  chicago: Lemoult, Grégoire M, Mukund Vasudevan, Hong Yan Shih, Gaute Linga, Joachim
    Mathiesen, Nigel Goldenfeld, and Björn Hof. “Directed Percolation and Puff Jamming
    near the Transition to Pipe Turbulence.” <i>Nature Physics</i>. Springer Nature,
    2024. <a href="https://doi.org/10.1038/s41567-024-02513-0">https://doi.org/10.1038/s41567-024-02513-0</a>.
  ieee: G. M. Lemoult <i>et al.</i>, “Directed percolation and puff jamming near the
    transition to pipe turbulence,” <i>Nature Physics</i>, vol. 20. Springer Nature,
    pp. 1339–1345, 2024.
  ista: Lemoult GM, Vasudevan M, Shih HY, Linga G, Mathiesen J, Goldenfeld N, Hof
    B. 2024. Directed percolation and puff jamming near the transition to pipe turbulence.
    Nature Physics. 20, 1339–1345.
  mla: Lemoult, Grégoire M., et al. “Directed Percolation and Puff Jamming near the
    Transition to Pipe Turbulence.” <i>Nature Physics</i>, vol. 20, Springer Nature,
    2024, pp. 1339–45, doi:<a href="https://doi.org/10.1038/s41567-024-02513-0">10.1038/s41567-024-02513-0</a>.
  short: G.M. Lemoult, M. Vasudevan, H.Y. Shih, G. Linga, J. Mathiesen, N. Goldenfeld,
    B. Hof, Nature Physics 20 (2024) 1339–1345.
corr_author: '1'
date_created: 2024-06-09T22:01:03Z
date_published: 2024-08-01T00:00:00Z
date_updated: 2025-09-08T07:50:20Z
day: '01'
department:
- _id: BjHo
doi: 10.1038/s41567-024-02513-0
external_id:
  isi:
  - '001232300600001'
intvolume: '        20'
isi: 1
language:
- iso: eng
month: '08'
oa_version: None
page: 1339-1345
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Nature Physics
publication_identifier:
  eissn:
  - 1745-2481
  issn:
  - 1745-2473
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Directed percolation and puff jamming near the transition to pipe turbulence
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 20
year: '2024'
...
---
_id: '14341'
abstract:
- lang: eng
  text: Flows through pipes and channels are, in practice, almost always turbulent,
    and the multiscale eddying motion is responsible for a major part of the encountered
    friction losses and pumping costs1. Conversely, for pulsatile flows, in particular
    for aortic blood flow, turbulence levels remain low despite relatively large peak
    velocities. For aortic blood flow, high turbulence levels are intolerable as they
    would damage the shear-sensitive endothelial cell layer2,3,4,5. Here we show that
    turbulence in ordinary pipe flow is diminished if the flow is driven in a pulsatile
    mode that incorporates all the key features of the cardiac waveform. At Reynolds
    numbers comparable to those of aortic blood flow, turbulence is largely inhibited,
    whereas at much higher speeds, the turbulent drag is reduced by more than 25%.
    This specific operation mode is more efficient when compared with steady driving,
    which is the present situation for virtually all fluid transport processes ranging
    from heating circuits to water, gas and oil pipelines.
acknowledged_ssus:
- _id: M-Shop
- _id: ScienComp
acknowledgement: We acknowledge the assistance of the Miba machine shop and the team
  of the ISTA-HPC cluster. We thank M. Quadrio for the discussions. The work was supported
  by the Simons Foundation (grant no. 662960) and by the Austrian Science Fund (grant
  no. I4188-N30), within Deutsche Forschungsgemeinschaft research unit FOR 2688.
article_processing_charge: No
article_type: original
author:
- first_name: Davide
  full_name: Scarselli, Davide
  id: 40315C30-F248-11E8-B48F-1D18A9856A87
  last_name: Scarselli
  orcid: 0000-0001-5227-4271
- first_name: Jose M
  full_name: Lopez Alonso, Jose M
  id: 40770848-F248-11E8-B48F-1D18A9856A87
  last_name: Lopez Alonso
  orcid: 0000-0002-0384-2022
- first_name: Atul
  full_name: Varshney, Atul
  id: 2A2006B2-F248-11E8-B48F-1D18A9856A87
  last_name: Varshney
  orcid: 0000-0002-3072-5999
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Scarselli D, Lopez Alonso JM, Varshney A, Hof B. Turbulence suppression by
    cardiac-cycle-inspired driving of pipe flow. <i>Nature</i>. 2023;621(7977):71-74.
    doi:<a href="https://doi.org/10.1038/s41586-023-06399-5">10.1038/s41586-023-06399-5</a>
  apa: Scarselli, D., Lopez Alonso, J. M., Varshney, A., &#38; Hof, B. (2023). Turbulence
    suppression by cardiac-cycle-inspired driving of pipe flow. <i>Nature</i>. Springer
    Nature. <a href="https://doi.org/10.1038/s41586-023-06399-5">https://doi.org/10.1038/s41586-023-06399-5</a>
  chicago: Scarselli, Davide, Jose M Lopez Alonso, Atul Varshney, and Björn Hof. “Turbulence
    Suppression by Cardiac-Cycle-Inspired Driving of Pipe Flow.” <i>Nature</i>. Springer
    Nature, 2023. <a href="https://doi.org/10.1038/s41586-023-06399-5">https://doi.org/10.1038/s41586-023-06399-5</a>.
  ieee: D. Scarselli, J. M. Lopez Alonso, A. Varshney, and B. Hof, “Turbulence suppression
    by cardiac-cycle-inspired driving of pipe flow,” <i>Nature</i>, vol. 621, no.
    7977. Springer Nature, pp. 71–74, 2023.
  ista: Scarselli D, Lopez Alonso JM, Varshney A, Hof B. 2023. Turbulence suppression
    by cardiac-cycle-inspired driving of pipe flow. Nature. 621(7977), 71–74.
  mla: Scarselli, Davide, et al. “Turbulence Suppression by Cardiac-Cycle-Inspired
    Driving of Pipe Flow.” <i>Nature</i>, vol. 621, no. 7977, Springer Nature, 2023,
    pp. 71–74, doi:<a href="https://doi.org/10.1038/s41586-023-06399-5">10.1038/s41586-023-06399-5</a>.
  short: D. Scarselli, J.M. Lopez Alonso, A. Varshney, B. Hof, Nature 621 (2023) 71–74.
corr_author: '1'
date_created: 2023-09-17T22:01:09Z
date_published: 2023-09-07T00:00:00Z
date_updated: 2025-09-09T12:59:04Z
day: '07'
ddc:
- '530'
department:
- _id: BjHo
doi: 10.1038/s41586-023-06399-5
external_id:
  isi:
  - '001168947700009'
  pmid:
  - '37673988'
file:
- access_level: open_access
  checksum: 9c9f172ba0a9a301d76fff4229812464
  content_type: application/pdf
  creator: dernst
  date_created: 2024-06-04T09:24:34Z
  date_updated: 2024-06-04T09:24:34Z
  file_id: '17118'
  file_name: 2023_submittedversion.pdf
  file_size: 3247252
  relation: main_file
  success: 1
file_date_updated: 2024-06-04T09:24:34Z
has_accepted_license: '1'
intvolume: '       621'
isi: 1
issue: '7977'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
page: 71-74
pmid: 1
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
- _id: 238B8092-32DE-11EA-91FC-C7463DDC885E
  call_identifier: FWF
  grant_number: I04188
  name: Instabilities in pulsating pipe flow in complex fluids
publication: Nature
publication_identifier:
  eissn:
  - 1476-4687
  issn:
  - 0028-0836
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://www.ista.ac.at/en/news/pumping-like-the-heart/
scopus_import: '1'
status: public
title: Turbulence suppression by cardiac-cycle-inspired driving of pipe flow
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 621
year: '2023'
...
---
_id: '12682'
abstract:
- lang: eng
  text: 'Since the seminal studies by Osborne Reynolds in the nineteenth century,
    pipe flow has served as a primary prototype for investigating the transition to
    turbulence in wall-bounded flows. Despite the apparent simplicity of this flow,
    various facets of this problem have occupied researchers for more than a century.
    Here we review insights from three distinct perspectives: (a) stability and susceptibility
    of laminar flow, (b) phase transition and spatiotemporal dynamics, and (c) dynamical
    systems analysis of the Navier—Stokes equations. We show how these perspectives
    have led to a profound understanding of the onset of turbulence in pipe flow.
    Outstanding open points, applications to flows of complex fluids, and similarities
    with other wall-bounded flows are discussed.'
acknowledgement: 'The authors are very grateful to Laurette Tuckerman for her helpful
  comments. This work was supported by grants from the Simons Foundation (grant numbers
  662985, D.B., and 662960, B.H.) and the Priority Programme “SPP 1881: Turbulent
  Superstructures” of the Deutsche Forschungsgemeinschaft (grant number AV120/3-2
  to M.A.).'
article_processing_charge: No
article_type: original
author:
- first_name: Marc
  full_name: Avila, Marc
  last_name: Avila
- first_name: Dwight
  full_name: Barkley, Dwight
  last_name: Barkley
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Avila M, Barkley D, Hof B. Transition to turbulence in pipe flow. <i>Annual
    Review of Fluid Mechanics</i>. 2023;55:575-602. doi:<a href="https://doi.org/10.1146/annurev-fluid-120720-025957">10.1146/annurev-fluid-120720-025957</a>
  apa: Avila, M., Barkley, D., &#38; Hof, B. (2023). Transition to turbulence in pipe
    flow. <i>Annual Review of Fluid Mechanics</i>. Annual Reviews. <a href="https://doi.org/10.1146/annurev-fluid-120720-025957">https://doi.org/10.1146/annurev-fluid-120720-025957</a>
  chicago: Avila, Marc, Dwight Barkley, and Björn Hof. “Transition to Turbulence in
    Pipe Flow.” <i>Annual Review of Fluid Mechanics</i>. Annual Reviews, 2023. <a
    href="https://doi.org/10.1146/annurev-fluid-120720-025957">https://doi.org/10.1146/annurev-fluid-120720-025957</a>.
  ieee: M. Avila, D. Barkley, and B. Hof, “Transition to turbulence in pipe flow,”
    <i>Annual Review of Fluid Mechanics</i>, vol. 55. Annual Reviews, pp. 575–602,
    2023.
  ista: Avila M, Barkley D, Hof B. 2023. Transition to turbulence in pipe flow. Annual
    Review of Fluid Mechanics. 55, 575–602.
  mla: Avila, Marc, et al. “Transition to Turbulence in Pipe Flow.” <i>Annual Review
    of Fluid Mechanics</i>, vol. 55, Annual Reviews, 2023, pp. 575–602, doi:<a href="https://doi.org/10.1146/annurev-fluid-120720-025957">10.1146/annurev-fluid-120720-025957</a>.
  short: M. Avila, D. Barkley, B. Hof, Annual Review of Fluid Mechanics 55 (2023)
    575–602.
date_created: 2023-02-26T23:01:01Z
date_published: 2023-01-19T00:00:00Z
date_updated: 2024-10-22T11:08:43Z
day: '19'
ddc:
- '530'
department:
- _id: BjHo
doi: 10.1146/annurev-fluid-120720-025957
external_id:
  isi:
  - '000915418100023'
file:
- access_level: open_access
  checksum: f99ef30f76cabc9e5e1946b380c16db4
  content_type: application/pdf
  creator: dernst
  date_created: 2023-02-27T09:35:52Z
  date_updated: 2023-02-27T09:35:52Z
  file_id: '12691'
  file_name: 2023_AnnReviewFluidMech_Avila.pdf
  file_size: 4769537
  relation: main_file
  success: 1
file_date_updated: 2023-02-27T09:35:52Z
has_accepted_license: '1'
intvolume: '        55'
isi: 1
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 575-602
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Annual Review of Fluid Mechanics
publication_identifier:
  issn:
  - 0066-4189
publication_status: published
publisher: Annual Reviews
quality_controlled: '1'
scopus_import: '1'
status: public
title: Transition to turbulence in pipe flow
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 55
year: '2023'
...
---
_id: '14466'
abstract:
- lang: eng
  text: The first long-lived turbulent structures observable in planar shear flows
    take the form of localized stripes, inclined with respect to the mean flow direction.
    The dynamics of these stripes is central to transition, and recent studies proposed
    an analogy to directed percolation where the stripes’ proliferation is ultimately
    responsible for the turbulence becoming sustained. In the present study we focus
    on the internal stripe dynamics as well as on the eventual stripe expansion, and
    we compare the underlying mechanisms in pressure- and shear-driven planar flows,
    respectively, plane-Poiseuille and plane-Couette flow. Despite the similarities
    of the overall laminar–turbulence patterns, the stripe proliferation processes
    in the two cases are fundamentally different. Starting from the growth and sustenance
    of individual stripes, we find that in plane-Couette flow new streaks are created
    stochastically throughout the stripe whereas in plane-Poiseuille flow streak creation
    is deterministic and occurs locally at the downstream tip. Because of the up/downstream
    symmetry, Couette stripes, in contrast to Poiseuille stripes, have two weak and
    two strong laminar turbulent interfaces. These differences in symmetry as well
    as in internal growth give rise to two fundamentally different stripe splitting
    mechanisms. In plane-Poiseuille flow splitting is connected to the elongational
    growth of the original stripe, and it results from a break-off/shedding of the
    stripe's tail. In plane-Couette flow splitting follows from a broadening of the
    original stripe and a division along the stripe into two slimmer stripes.
acknowledgement: E.M. acknowledges funding from the ISTplus fellowship programme.
  G.Y. and B.H. acknowledge a grant from the Simons Foundation (662960, BH).
article_number: A21
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Elena
  full_name: Marensi, Elena
  id: 0BE7553A-1004-11EA-B805-18983DDC885E
  last_name: Marensi
  orcid: 0000-0001-7173-4923
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Marensi E, Yalniz G, Hof B. Dynamics and proliferation of turbulent stripes
    in plane-Poiseuille and plane-Couette flows. <i>Journal of Fluid Mechanics</i>.
    2023;974. doi:<a href="https://doi.org/10.1017/jfm.2023.780">10.1017/jfm.2023.780</a>
  apa: Marensi, E., Yalniz, G., &#38; Hof, B. (2023). Dynamics and proliferation of
    turbulent stripes in plane-Poiseuille and plane-Couette flows. <i>Journal of Fluid
    Mechanics</i>. Cambridge University Press. <a href="https://doi.org/10.1017/jfm.2023.780">https://doi.org/10.1017/jfm.2023.780</a>
  chicago: Marensi, Elena, Gökhan Yalniz, and Björn Hof. “Dynamics and Proliferation
    of Turbulent Stripes in Plane-Poiseuille and Plane-Couette Flows.” <i>Journal
    of Fluid Mechanics</i>. Cambridge University Press, 2023. <a href="https://doi.org/10.1017/jfm.2023.780">https://doi.org/10.1017/jfm.2023.780</a>.
  ieee: E. Marensi, G. Yalniz, and B. Hof, “Dynamics and proliferation of turbulent
    stripes in plane-Poiseuille and plane-Couette flows,” <i>Journal of Fluid Mechanics</i>,
    vol. 974. Cambridge University Press, 2023.
  ista: Marensi E, Yalniz G, Hof B. 2023. Dynamics and proliferation of turbulent
    stripes in plane-Poiseuille and plane-Couette flows. Journal of Fluid Mechanics.
    974, A21.
  mla: Marensi, Elena, et al. “Dynamics and Proliferation of Turbulent Stripes in
    Plane-Poiseuille and Plane-Couette Flows.” <i>Journal of Fluid Mechanics</i>,
    vol. 974, A21, Cambridge University Press, 2023, doi:<a href="https://doi.org/10.1017/jfm.2023.780">10.1017/jfm.2023.780</a>.
  short: E. Marensi, G. Yalniz, B. Hof, Journal of Fluid Mechanics 974 (2023).
corr_author: '1'
date_created: 2023-10-30T09:32:28Z
date_published: 2023-11-10T00:00:00Z
date_updated: 2026-04-07T11:47:05Z
day: '10'
ddc:
- '530'
department:
- _id: GradSch
- _id: BjHo
doi: 10.1017/jfm.2023.780
external_id:
  arxiv:
  - '2212.12406'
  isi:
  - '001088363700001'
file:
- access_level: open_access
  checksum: 17c64c1fb0d5f73252364bf98b0b9e1a
  content_type: application/pdf
  creator: dernst
  date_created: 2024-02-15T09:05:21Z
  date_updated: 2024-02-15T09:05:21Z
  file_id: '14996'
  file_name: 2023_JourFluidMechanics_Marensi.pdf
  file_size: 2804641
  relation: main_file
  success: 1
file_date_updated: 2024-02-15T09:05:21Z
has_accepted_license: '1'
intvolume: '       974'
isi: 1
keyword:
- turbulence
- transition to turbulence
- patterns
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Journal of Fluid Mechanics
publication_identifier:
  eissn:
  - 1469-7645
  issn:
  - 0022-1120
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
related_material:
  record:
  - id: '19684'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Dynamics and proliferation of turbulent stripes in plane-Poiseuille and plane-Couette
  flows
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 974
year: '2023'
...
---
_id: '12105'
abstract:
- lang: eng
  text: Data-driven dimensionality reduction methods such as proper orthogonal decomposition
    and dynamic mode decomposition have proven to be useful for exploring complex
    phenomena within fluid dynamics and beyond. A well-known challenge for these techniques
    is posed by the continuous symmetries, e.g. translations and rotations, of the
    system under consideration, as drifts in the data dominate the modal expansions
    without providing an insight into the dynamics of the problem. In the present
    study, we address this issue for fluid flows in rectangular channels by formulating
    a continuous symmetry reduction method that eliminates the translations in the
    streamwise and spanwise directions simultaneously. We demonstrate our method by
    computing the symmetry-reduced dynamic mode decomposition (SRDMD) of sliding windows
    of data obtained from the transitional plane-Couette and turbulent plane-Poiseuille
    flow simulations. In the former setting, SRDMD captures the dynamics in the vicinity
    of the invariant solutions with translation symmetries, i.e. travelling waves
    and relative periodic orbits, whereas in the latter, our calculations reveal episodes
    of turbulent time evolution that can be approximated by a low-dimensional linear
    expansion.
acknowledgement: "E.M. acknowledges funding from the ISTplus fellowship programme.
  G.Y. and B.H. acknowledge\r\na grant from the Simons Foundation (662960, BH)."
article_number: A10
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Elena
  full_name: Marensi, Elena
  id: 0BE7553A-1004-11EA-B805-18983DDC885E
  last_name: Marensi
  orcid: 0000-0001-7173-4923
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
- first_name: Nazmi B
  full_name: Budanur, Nazmi B
  id: 3EA1010E-F248-11E8-B48F-1D18A9856A87
  last_name: Budanur
  orcid: 0000-0003-0423-5010
citation:
  ama: Marensi E, Yalniz G, Hof B, Budanur NB. Symmetry-reduced dynamic mode decomposition
    of near-wall turbulence. <i>Journal of Fluid Mechanics</i>. 2023;954. doi:<a href="https://doi.org/10.1017/jfm.2022.1001">10.1017/jfm.2022.1001</a>
  apa: Marensi, E., Yalniz, G., Hof, B., &#38; Budanur, N. B. (2023). Symmetry-reduced
    dynamic mode decomposition of near-wall turbulence. <i>Journal of Fluid Mechanics</i>.
    Cambridge University Press. <a href="https://doi.org/10.1017/jfm.2022.1001">https://doi.org/10.1017/jfm.2022.1001</a>
  chicago: Marensi, Elena, Gökhan Yalniz, Björn Hof, and Nazmi B Budanur. “Symmetry-Reduced
    Dynamic Mode Decomposition of near-Wall Turbulence.” <i>Journal of Fluid Mechanics</i>.
    Cambridge University Press, 2023. <a href="https://doi.org/10.1017/jfm.2022.1001">https://doi.org/10.1017/jfm.2022.1001</a>.
  ieee: E. Marensi, G. Yalniz, B. Hof, and N. B. Budanur, “Symmetry-reduced dynamic
    mode decomposition of near-wall turbulence,” <i>Journal of Fluid Mechanics</i>,
    vol. 954. Cambridge University Press, 2023.
  ista: Marensi E, Yalniz G, Hof B, Budanur NB. 2023. Symmetry-reduced dynamic mode
    decomposition of near-wall turbulence. Journal of Fluid Mechanics. 954, A10.
  mla: Marensi, Elena, et al. “Symmetry-Reduced Dynamic Mode Decomposition of near-Wall
    Turbulence.” <i>Journal of Fluid Mechanics</i>, vol. 954, A10, Cambridge University
    Press, 2023, doi:<a href="https://doi.org/10.1017/jfm.2022.1001">10.1017/jfm.2022.1001</a>.
  short: E. Marensi, G. Yalniz, B. Hof, N.B. Budanur, Journal of Fluid Mechanics 954
    (2023).
corr_author: '1'
date_created: 2023-01-08T23:00:53Z
date_published: 2023-01-10T00:00:00Z
date_updated: 2026-04-07T11:47:05Z
day: '10'
ddc:
- '530'
department:
- _id: BjHo
doi: 10.1017/jfm.2022.1001
external_id:
  arxiv:
  - '2101.07516'
  isi:
  - '000903336600001'
file:
- access_level: open_access
  checksum: 9224f987caefe5dd85a70814d3cce65c
  content_type: application/pdf
  creator: dernst
  date_created: 2023-02-02T12:34:54Z
  date_updated: 2023-02-02T12:34:54Z
  file_id: '12489'
  file_name: 2023_JourFluidMechanics_Marensi.pdf
  file_size: 1931647
  relation: main_file
  success: 1
file_date_updated: 2023-02-02T12:34:54Z
has_accepted_license: '1'
intvolume: '       954'
isi: 1
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Journal of Fluid Mechanics
publication_identifier:
  eissn:
  - 1469-7645
  issn:
  - 0022-1120
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
related_material:
  record:
  - id: '19684'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Symmetry-reduced dynamic mode decomposition of near-wall turbulence
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 954
year: '2023'
...
---
_id: '13274'
abstract:
- lang: eng
  text: Viscous flows through pipes and channels are steady and ordered until, with
    increasing velocity, the laminar motion catastrophically breaks down and gives
    way to turbulence. How this apparently discontinuous change from low- to high-dimensional
    motion can be rationalized within the framework of the Navier-Stokes equations
    is not well understood. Exploiting geometrical properties of transitional channel
    flow we trace turbulence to far lower Reynolds numbers (Re) than previously possible
    and identify the complete path that reversibly links fully turbulent motion to
    an invariant solution. This precursor of turbulence destabilizes rapidly with
    Re, and the accompanying explosive increase in attractor dimension effectively
    marks the transition between deterministic and de facto stochastic dynamics.
acknowledgement: We thank Baofang Song as well as the developers of Channelflow for
  sharing their numerical codes, and Mukund Vasudevan and Holger Kantz for fruitful
  discussions. This work was supported by a grant from the Simons Foundation (662960,
  B. H.).
article_number: '034002'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Chaitanya S
  full_name: Paranjape, Chaitanya S
  id: 3D85B7C4-F248-11E8-B48F-1D18A9856A87
  last_name: Paranjape
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
- first_name: Yohann
  full_name: Duguet, Yohann
  last_name: Duguet
- first_name: Nazmi B
  full_name: Budanur, Nazmi B
  id: 3EA1010E-F248-11E8-B48F-1D18A9856A87
  last_name: Budanur
  orcid: 0000-0003-0423-5010
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Paranjape CS, Yalniz G, Duguet Y, Budanur NB, Hof B. Direct path from turbulence
    to time-periodic solutions. <i>Physical Review Letters</i>. 2023;131(3). doi:<a
    href="https://doi.org/10.1103/physrevlett.131.034002">10.1103/physrevlett.131.034002</a>
  apa: Paranjape, C. S., Yalniz, G., Duguet, Y., Budanur, N. B., &#38; Hof, B. (2023).
    Direct path from turbulence to time-periodic solutions. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/physrevlett.131.034002">https://doi.org/10.1103/physrevlett.131.034002</a>
  chicago: Paranjape, Chaitanya S, Gökhan Yalniz, Yohann Duguet, Nazmi B Budanur,
    and Björn Hof. “Direct Path from Turbulence to Time-Periodic Solutions.” <i>Physical
    Review Letters</i>. American Physical Society, 2023. <a href="https://doi.org/10.1103/physrevlett.131.034002">https://doi.org/10.1103/physrevlett.131.034002</a>.
  ieee: C. S. Paranjape, G. Yalniz, Y. Duguet, N. B. Budanur, and B. Hof, “Direct
    path from turbulence to time-periodic solutions,” <i>Physical Review Letters</i>,
    vol. 131, no. 3. American Physical Society, 2023.
  ista: Paranjape CS, Yalniz G, Duguet Y, Budanur NB, Hof B. 2023. Direct path from
    turbulence to time-periodic solutions. Physical Review Letters. 131(3), 034002.
  mla: Paranjape, Chaitanya S., et al. “Direct Path from Turbulence to Time-Periodic
    Solutions.” <i>Physical Review Letters</i>, vol. 131, no. 3, 034002, American
    Physical Society, 2023, doi:<a href="https://doi.org/10.1103/physrevlett.131.034002">10.1103/physrevlett.131.034002</a>.
  short: C.S. Paranjape, G. Yalniz, Y. Duguet, N.B. Budanur, B. Hof, Physical Review
    Letters 131 (2023).
corr_author: '1'
date_created: 2023-07-24T09:43:59Z
date_published: 2023-07-21T00:00:00Z
date_updated: 2026-04-07T11:47:05Z
day: '21'
department:
- _id: GradSch
- _id: BjHo
doi: 10.1103/physrevlett.131.034002
external_id:
  arxiv:
  - '2306.05098'
  isi:
  - '001052929900004'
  pmid:
  - '37540883'
intvolume: '       131'
isi: 1
issue: '3'
keyword:
- General Physics and Astronomy
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2306.05098
month: '07'
oa: 1
oa_version: Preprint
pmid: 1
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
related_material:
  record:
  - id: '19684'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Direct path from turbulence to time-periodic solutions
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 131
year: '2023'
...
---
_id: '10654'
abstract:
- lang: eng
  text: "Directed percolation (DP) has recently emerged as a possible solution to
    the century old puzzle surrounding the transition to turbulence. Multiple model
    studies reported DP exponents, however, experimental evidence is limited since
    the largest possible observation times are orders of magnitude shorter than the
    flows’ characteristic timescales. An exception is cylindrical Couette flow where
    the limit is not temporal, but rather the realizable system size. We present experiments
    in a Couette setup of unprecedented azimuthal and axial aspect ratios. Approaching
    the critical point to within less than 0.1% we determine five critical exponents,
    all of which are in excellent agreement with the 2+1D DP universality class. The
    complex dynamics encountered at \r\nthe onset of turbulence can hence be fully
    rationalized within the framework of statistical mechanics."
acknowledged_ssus:
- _id: M-Shop
acknowledgement: "We thank T.Menner, T.Asenov, P. Maier and the Miba machine shop
  of IST Austria for their valuable support in all technical aspects. We thank Marc
  Avila for comments on the manuscript. This work was supported by a grant from the
  Simons Foundation (662960, B.H.). We acknowledge the European Research Council under
  the European Union’s Seventh Framework Programme (FP/2007-2013)/ERC Grant Agreement
  306589 for financial support. K.A.\r\nacknowledges funding from the Central Research
  Development Fund of the University of Bremen, grant number ZF04B /2019/FB04 Avila
  Kerstin (”Independent Project for Postdocs”). L.K. was supported by the European
  Union’s Horizon 2020 Research and innovation programme under the Marie Sklodowska-Curie
  grant agreement  No. 754411.\r\n"
article_number: '014502'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Lukasz
  full_name: Klotz, Lukasz
  id: 2C9AF1C2-F248-11E8-B48F-1D18A9856A87
  last_name: Klotz
  orcid: 0000-0003-1740-7635
- first_name: Grégoire M
  full_name: Lemoult, Grégoire M
  id: 4787FE80-F248-11E8-B48F-1D18A9856A87
  last_name: Lemoult
- first_name: Kerstin
  full_name: Avila, Kerstin
  last_name: Avila
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
citation:
  ama: Klotz L, Lemoult GM, Avila K, Hof B. Phase transition to turbulence in spatially
    extended shear flows. <i>Physical Review Letters</i>. 2022;128(1). doi:<a href="https://doi.org/10.1103/PhysRevLett.128.014502">10.1103/PhysRevLett.128.014502</a>
  apa: Klotz, L., Lemoult, G. M., Avila, K., &#38; Hof, B. (2022). Phase transition
    to turbulence in spatially extended shear flows. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/PhysRevLett.128.014502">https://doi.org/10.1103/PhysRevLett.128.014502</a>
  chicago: Klotz, Lukasz, Grégoire M Lemoult, Kerstin Avila, and Björn Hof. “Phase
    Transition to Turbulence in Spatially Extended Shear Flows.” <i>Physical Review
    Letters</i>. American Physical Society, 2022. <a href="https://doi.org/10.1103/PhysRevLett.128.014502">https://doi.org/10.1103/PhysRevLett.128.014502</a>.
  ieee: L. Klotz, G. M. Lemoult, K. Avila, and B. Hof, “Phase transition to turbulence
    in spatially extended shear flows,” <i>Physical Review Letters</i>, vol. 128,
    no. 1. American Physical Society, 2022.
  ista: Klotz L, Lemoult GM, Avila K, Hof B. 2022. Phase transition to turbulence
    in spatially extended shear flows. Physical Review Letters. 128(1), 014502.
  mla: Klotz, Lukasz, et al. “Phase Transition to Turbulence in Spatially Extended
    Shear Flows.” <i>Physical Review Letters</i>, vol. 128, no. 1, 014502, American
    Physical Society, 2022, doi:<a href="https://doi.org/10.1103/PhysRevLett.128.014502">10.1103/PhysRevLett.128.014502</a>.
  short: L. Klotz, G.M. Lemoult, K. Avila, B. Hof, Physical Review Letters 128 (2022).
corr_author: '1'
date_created: 2022-01-23T23:01:28Z
date_published: 2022-01-05T00:00:00Z
date_updated: 2024-10-22T11:08:41Z
day: '05'
department:
- _id: BjHo
doi: 10.1103/PhysRevLett.128.014502
ec_funded: 1
external_id:
  arxiv:
  - '2111.14894'
  isi:
  - '000748271700010'
  pmid:
  - '35061458'
intvolume: '       128'
isi: 1
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2111.14894
month: '01'
oa: 1
oa_version: Preprint
pmid: 1
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 25152F3A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '306589'
  name: Decoding the complexity of turbulence at its origin
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Phase transition to turbulence in spatially extended shear flows
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 128
year: '2022'
...
---
_id: '9558'
abstract:
- lang: eng
  text: "We show that turbulent dynamics that arise in simulations of the three-dimensional
    Navier--Stokes equations in a triply-periodic domain under sinusoidal forcing
    can be described as transient visits to the neighborhoods of unstable time-periodic
    solutions. Based on this description, we reduce the original system with more
    than 10^5 degrees of freedom to a 17-node Markov chain where each node corresponds
    to the neighborhood of a periodic orbit. The model accurately reproduces long-term
    averages of the system's observables as weighted sums over the periodic orbits.\r\n"
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "We thank the referees for improving this Letter with their comments.
  We acknowledge stimulating discussions with\r\nH. Edelsbrunner. This work was supported
  by Grant No. 662960 from the Simons Foundation (B. H.). The numerical calculations
  were performed at TUBITAK ULAKBIM High Performance and Grid Computing Center (TRUBA
  resources) and IST Austria High Performance Computing cluster."
article_number: '244502'
article_processing_charge: No
article_type: letter_note
arxiv: 1
author:
- first_name: Gökhan
  full_name: Yalniz, Gökhan
  id: 66E74FA2-D8BF-11E9-8249-8DE2E5697425
  last_name: Yalniz
  orcid: 0000-0002-8490-9312
- first_name: Björn
  full_name: Hof, Björn
  id: 3A374330-F248-11E8-B48F-1D18A9856A87
  last_name: Hof
  orcid: 0000-0003-2057-2754
- first_name: Nazmi B
  full_name: Budanur, Nazmi B
  id: 3EA1010E-F248-11E8-B48F-1D18A9856A87
  last_name: Budanur
  orcid: 0000-0003-0423-5010
citation:
  ama: Yalniz G, Hof B, Budanur NB. Coarse graining the state space of a turbulent
    flow using periodic orbits. <i>Physical Review Letters</i>. 2021;126(24). doi:<a
    href="https://doi.org/10.1103/PhysRevLett.126.244502">10.1103/PhysRevLett.126.244502</a>
  apa: Yalniz, G., Hof, B., &#38; Budanur, N. B. (2021). Coarse graining the state
    space of a turbulent flow using periodic orbits. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/PhysRevLett.126.244502">https://doi.org/10.1103/PhysRevLett.126.244502</a>
  chicago: Yalniz, Gökhan, Björn Hof, and Nazmi B Budanur. “Coarse Graining the State
    Space of a Turbulent Flow Using Periodic Orbits.” <i>Physical Review Letters</i>.
    American Physical Society, 2021. <a href="https://doi.org/10.1103/PhysRevLett.126.244502">https://doi.org/10.1103/PhysRevLett.126.244502</a>.
  ieee: G. Yalniz, B. Hof, and N. B. Budanur, “Coarse graining the state space of
    a turbulent flow using periodic orbits,” <i>Physical Review Letters</i>, vol.
    126, no. 24. American Physical Society, 2021.
  ista: Yalniz G, Hof B, Budanur NB. 2021. Coarse graining the state space of a turbulent
    flow using periodic orbits. Physical Review Letters. 126(24), 244502.
  mla: Yalniz, Gökhan, et al. “Coarse Graining the State Space of a Turbulent Flow
    Using Periodic Orbits.” <i>Physical Review Letters</i>, vol. 126, no. 24, 244502,
    American Physical Society, 2021, doi:<a href="https://doi.org/10.1103/PhysRevLett.126.244502">10.1103/PhysRevLett.126.244502</a>.
  short: G. Yalniz, B. Hof, N.B. Budanur, Physical Review Letters 126 (2021).
corr_author: '1'
date_created: 2021-06-16T15:45:36Z
date_published: 2021-06-18T00:00:00Z
date_updated: 2026-04-07T11:47:05Z
day: '18'
department:
- _id: GradSch
- _id: BjHo
doi: 10.1103/PhysRevLett.126.244502
external_id:
  arxiv:
  - '2007.02584'
  isi:
  - '000663310100008'
intvolume: '       126'
isi: 1
issue: '24'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2007.02584
month: '06'
oa: 1
oa_version: Preprint
project:
- _id: 238598C6-32DE-11EA-91FC-C7463DDC885E
  grant_number: '662960'
  name: Revisiting the Turbulence Problem Using Statistical Mechanics
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
related_material:
  link:
  - description: News on IST Homepage
    relation: press_release
    url: https://ist.ac.at/en/news/turbulent-flow-simplified/
  record:
  - id: '19591'
    relation: popular_science
    status: returned
  - id: '19684'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Coarse graining the state space of a turbulent flow using periodic orbits
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 126
year: '2021'
...
