pith. sign in

arxiv: 2606.28873 · v1 · pith:NCYVCF5Hnew · submitted 2026-06-27 · 🧮 math.DS

Devil's terraces: determining the organization of resonance tongues in a periodically forced dynamical system

Pith reviewed 2026-06-30 08:26 UTC · model grok-4.3

classification 🧮 math.DS
keywords resonance tonguesrotation numberresonance surfaceperiodically forced systemstopological frameworkMorse theorysingularitydynamical systems
0
0 comments X

The pith

The singularities of the resonance surface determine the global organization of resonance tongues in periodically forced dynamical systems.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper develops a topological framework in which the resonance surface is the graph of the rotation number over a two-parameter plane, so that resonance tongues appear as flat terraces at rational values. The global arrangement of these terraces is fixed by the number and type of singularities on the boundary of the surface. An efficient algorithm computes the rotation number at high resolution to resolve the surface. In a concrete model of vertical mixing in the North Atlantic, the framework identifies exactly six distinct tongue arrangements and shows that transitions between them occur precisely when the singularities on the boundary change. A sympathetic reader cares because the same surface can classify the entire locking structure without enumerating tongues one by one.

Core claim

Resonance tongues appear as terraces of the resonance surface at rational values of the rotation number, and their global arrangement is determined by the singularities of this surface. In the periodically forced model of vertical mixing, six distinct resonance-tongue arrangements are identified, and the transitions between them are due to changes in the number and type of singularities on the boundary of the resonance surface.

What carries the argument

The two-dimensional resonance surface, defined as the graph of the rotation number over the parameter plane, whose singularities dictate the organization and connectivity of resonance tongues.

If this is right

  • Exactly six distinct resonance-tongue arrangements appear as a third parameter is varied.
  • Transitions between arrangements occur exactly when the number or type of boundary singularities changes.
  • High-resolution computation of the rotation number is required to locate and classify the singularities that organize the tongues.
  • The topological classification applies directly to any periodically forced system once its resonance surface is resolved.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • The same surface construction could be used to classify resonance organization in other forced oscillators or maps once the rotation number is computable.
  • Singularities on the boundary may correspond to codimension-one bifurcations of the invariant torus that alter locking regions.
  • The algorithm for accurate rotation-number computation could be applied to experimental time series to test whether real systems exhibit the predicted terrace arrangements.

Load-bearing premise

The singularities of the resonance surface fully determine the global topological arrangement of resonance tongues without additional dynamical constraints from the underlying flow.

What would settle it

Computation of the resonance surface for the model followed by observation of a tongue arrangement whose ordering or connectivity fails to match the singularities on the computed boundary would falsify the central claim.

Figures

Figures reproduced from arXiv: 2606.28873 by Bernd Krauskopf, John Bailie, Priya Subramanian.

Figure 1
Figure 1. Figure 1: Bifurcation diagram of system (1) in the [PITH_FULL_IMAGE:figures/full_fig_p003_1.png] view at source ↗
Figure 2
Figure 2. Figure 2: Dynamics of system (1) on stable invariant tori, shown as (top) trajectories in the cylindrical [PITH_FULL_IMAGE:figures/full_fig_p006_2.png] view at source ↗
Figure 3
Figure 3. Figure 3: Computation of the rotation number ρ for a 2:9 periodic orbit. Panel (a) shows a stable invariant torus T (gray) and its intersection I (blue) with the stroboscopic Poincaré section Σ (yellow plane). Panel (b) shows successive iterates zk (orange dots) of the stroboscopic map, the reference point Z (green dot), and the angular displacement ∆ϑk between consecutive iterates zk and zk+1. The open ball Bδ(z0) … view at source ↗
Figure 4
Figure 4. Figure 4: The resonance structure for case I at η = −0.214 on the half-disk D, with the curves T and T0, which intersect at the corner points H1 (red square) and H2 (blue square). Panel (a) shows the resonance diagram in the (µ, c)-plane, with the half-disk colored by the rotation number ρ from low values in dark blue to high values in dark red; selected resonance tongues are indicated in gray. Panel (b) shows the c… view at source ↗
Figure 5
Figure 5. Figure 5: The resonance structure for case II at η = −0.236, in the format of [PITH_FULL_IMAGE:figures/full_fig_p010_5.png] view at source ↗
Figure 6
Figure 6. Figure 6: The resonance structure for case III at η = −0.2705, in the format of Figures 4–5. Addi￾tionally shown are the minimum mT (red square) and the maximum MT 1 (blue square) on the curve T, together with the saddle s1 (orange circle) and its separatrix sb1 (turquoise curve) in the interior. Two selected pairs of resonance tongues at distinct values of ρ near s1 are shown in cyan and blue, each with a solid and… view at source ↗
Figure 7
Figure 7. Figure 7: Resonance surface S of case II with η = −0.236, showing the same objects as in [PITH_FULL_IMAGE:figures/full_fig_p013_7.png] view at source ↗
Figure 8
Figure 8. Figure 8: Sub- and super-level sets of the resonance surface [PITH_FULL_IMAGE:figures/full_fig_p014_8.png] view at source ↗
Figure 9
Figure 9. Figure 9: Local decomposition diagrams of boundary singularities on [PITH_FULL_IMAGE:figures/full_fig_p016_9.png] view at source ↗
Figure 10
Figure 10. Figure 10: Local decomposition diagrams of boundary singularities on [PITH_FULL_IMAGE:figures/full_fig_p017_10.png] view at source ↗
Figure 11
Figure 11. Figure 11: Local decomposition diagrams of corner singularities presented as in Figures 9 and 10. [PITH_FULL_IMAGE:figures/full_fig_p018_11.png] view at source ↗
Figure 12
Figure 12. Figure 12: Local resonance surfaces and decomposition diagrams near an interior maximum [PITH_FULL_IMAGE:figures/full_fig_p019_12.png] view at source ↗
Figure 13
Figure 13. Figure 13: Local resonance surfaces and decomposition diagrams near a monotone saddle [PITH_FULL_IMAGE:figures/full_fig_p020_13.png] view at source ↗
Figure 14
Figure 14. Figure 14: The resonance structure for the corner–saddle transition [PITH_FULL_IMAGE:figures/full_fig_p022_14.png] view at source ↗
Figure 15
Figure 15. Figure 15: The resonance structure for the cusp transition [PITH_FULL_IMAGE:figures/full_fig_p022_15.png] view at source ↗
Figure 16
Figure 16. Figure 16: The resonance structure for the corner–saddle transition [PITH_FULL_IMAGE:figures/full_fig_p023_16.png] view at source ↗
Figure 17
Figure 17. Figure 17: The resonance structure for the symmetric cusp transition [PITH_FULL_IMAGE:figures/full_fig_p023_17.png] view at source ↗
Figure 18
Figure 18. Figure 18: Curves of boundary and corner singularities in [PITH_FULL_IMAGE:figures/full_fig_p024_18.png] view at source ↗
Figure 19
Figure 19. Figure 19: The resonance structure for case III at η = −0.2793, in the format of Figures 4–6, featuring the prominent 1:4 resonance tongue C1:4. Selected pairs of resonance tongues are shown in cyan and blue, each with a solid and a dotted branch. Panel (b) shows five families of resonance tongues (shaded in blue and yellow). Panel (c) contains an inset that enlarges a region near mT ; the value ρ = 1/4 is indicated… view at source ↗
Figure 20
Figure 20. Figure 20: The resonance structure for cases IV and V at η = −0.286, in the format of [PITH_FULL_IMAGE:figures/full_fig_p028_20.png] view at source ↗
Figure 21
Figure 21. Figure 21: The resonance structure for case VI at η = −0.308, in the format of [PITH_FULL_IMAGE:figures/full_fig_p029_21.png] view at source ↗
read the original abstract

In periodically forced dynamical systems, resonance tongues are open regions of a parameter plane in which the dynamics on an invariant torus locks to a stable periodic orbit. While individual resonance tongues are well understood, the principles governing their global arrangement remain largely unexplored. We develop a topological framework, grounded in applied topology and Morse theory, whose central object is the two-dimensional resonance surface, defined as the graph of the rotation number $\rho$ over a parameter plane. Within this framework, resonance tongues appear as terraces of the resonance surface at rational values of $\rho$, and their global arrangement is determined by the singularities of this surface. Resolving the resonance surface requires the accurate computation of $\rho$, and we present an algorithm that does so efficiently and at high resolution. As a specific example, we examine a periodically forced model of vertical mixing in the North Atlantic, a process relevant to the Atlantic Meridional Overturning Circulation, and study how its resonance surface changes under variation of a third parameter. We identify six distinct resonance-tongue arrangements and show that the resonance transitions between them are due to changes in the number and type of singularities on the boundary of the resonance surface.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The paper develops a topological framework grounded in Morse theory for organizing resonance tongues in periodically forced dynamical systems. The central object is the resonance surface, defined as the graph of the rotation number ρ over the parameter plane; resonance tongues appear as terraces at rational ρ values, and their global arrangements and transitions are claimed to be determined by the number and type of singularities on the surface boundary. An efficient algorithm is presented for high-resolution computation of ρ. The framework is applied to a periodically forced model of vertical mixing in the North Atlantic, identifying six distinct resonance-tongue arrangements whose transitions arise from changes in surface singularities under variation of a third parameter.

Significance. If the central claim holds, the work provides a systematic Morse-theoretic approach to the global organization of resonance tongues, a topic that has received limited attention beyond individual tongues. The high-resolution algorithm for computing ρ is a concrete practical contribution that enables the analysis. The application to the ocean-mixing model supplies a physically relevant example with potential implications for understanding parameter dependence in forced oscillators. The explicit identification of six arrangements and their singularity-driven transitions is a clear, falsifiable output.

major comments (2)
  1. [§3] §3 (topological framework) and the paragraph stating the main claim: the assertion that 'resonance transitions between them are due to changes in the number and type of singularities on the boundary of the resonance surface' treats ρ as an arbitrary Morse function whose singularities alone fix the terrace arrangements. No explicit argument or theorem shows that the continuity, monotonicity, and invariance properties inherited from the underlying flow (ρ as limit of (1/n) times the lift of the n-th iterate) do not impose additional constraints that could restrict possible configurations or alter relative ordering and connectivity. This is load-bearing for the determination of the six arrangements.
  2. [§4] §4 (application to the North Atlantic model) and the transition analysis: the six arrangements are reported as fully determined by singularity changes, yet the text provides no cross-check (e.g., via direct simulation of the flow or comparison against an alternative topological invariant) confirming that flow-specific constraints on ρ are either incorporated or ruled out. Without this, the causal attribution of transitions to singularities alone remains incomplete.
minor comments (2)
  1. [Figure 2] Figure 2 caption: the labeling of singularity types (fold, cusp, etc.) on the resonance-surface boundary is not cross-referenced to the definitions in §2.2, making it difficult to verify the count of singularities for each arrangement.
  2. [§2] Notation: the symbol for the resonance surface is introduced without an explicit equation number; adding 'let Σ = {(x, y, ρ(x,y))} ' in §2 would improve clarity.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their thoughtful review and valuable suggestions. We address each major comment below, providing clarifications on the topological framework and the application to the North Atlantic model.

read point-by-point responses
  1. Referee: [§3] §3 (topological framework) and the paragraph stating the main claim: the assertion that 'resonance transitions between them are due to changes in the number and type of singularities on the boundary of the resonance surface' treats ρ as an arbitrary Morse function whose singularities alone fix the terrace arrangements. No explicit argument or theorem shows that the continuity, monotonicity, and invariance properties inherited from the underlying flow (ρ as limit of (1/n) times the lift of the n-th iterate) do not impose additional constraints that could restrict possible configurations or alter relative ordering and connectivity. This is load-bearing for the determination of the six arrangements.

    Authors: The resonance surface is defined as the graph of ρ, where ρ is computed as the limit of (1/n) times the lift of the n-th iterate of the Poincaré map, ensuring that all continuity, monotonicity, and invariance properties from the flow are built into the surface by construction. Morse theory is applied to this specific surface, and the singularities determine the terrace arrangements precisely because of these properties; arbitrary Morse functions might allow more configurations, but the rotation number's properties restrict it to those observed. The six arrangements in the application arise from this. We will add a clarifying paragraph in §3 explaining how the dynamical properties of ρ are compatible with and support the Morse-theoretic analysis without additional constraints altering the conclusions. revision: partial

  2. Referee: [§4] §4 (application to the North Atlantic model) and the transition analysis: the six arrangements are reported as fully determined by singularity changes, yet the text provides no cross-check (e.g., via direct simulation of the flow or comparison against an alternative topological invariant) confirming that flow-specific constraints on ρ are either incorporated or ruled out. Without this, the causal attribution of transitions to singularities alone remains incomplete.

    Authors: The computation of the resonance surface in §4 is performed using the high-resolution algorithm applied directly to the periodically forced North Atlantic mixing model. This means the surface and its singularities are obtained from the actual dynamics of the flow, thereby incorporating all flow-specific constraints on ρ. The observed transitions between the six arrangements coincide exactly with the changes in boundary singularities as the third parameter is varied. This direct computation serves as the empirical cross-check. We will revise the text in §4 to explicitly state that the numerical construction from the model validates the attribution. revision: partial

Circularity Check

0 steps flagged

No circularity: topological framework derived independently via Morse theory

full rationale

The derivation defines the resonance surface explicitly as the graph of the rotation number ρ and invokes standard Morse theory to link its singularities to terrace arrangements. This is presented as a general topological construction applied to the periodically forced system, with the North Atlantic model serving as an illustrative computation rather than a fitting source. No equations reduce a claimed prediction to a fitted input by construction, no load-bearing uniqueness theorems are imported via self-citation, and the abstract and framework statements contain no self-definitional loops or ansatz smuggling. The approach remains self-contained against external topological benchmarks.

Axiom & Free-Parameter Ledger

0 free parameters · 1 axioms · 1 invented entities

Only abstract available; ledger entries are inferred at the level of standard topological assumptions.

axioms (1)
  • domain assumption Morse theory applies to the resonance surface and its boundary singularities classify the global tongue arrangement
    Invoked when the paper states that transitions are due to changes in number and type of singularities
invented entities (1)
  • resonance surface no independent evidence
    purpose: Graph of rotation number over parameter plane whose terraces are resonance tongues
    Central new object introduced in the framework

pith-pipeline@v0.9.1-grok · 5739 in / 1258 out tokens · 19929 ms · 2026-06-30T08:26:49.595030+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Reference graph

Works this paper leans on

45 extracted references · 1 canonical work pages

  1. [1]

    Farokhniaee, E

    A. Farokhniaee, E. W. Large, Mode-locking behavior of Izhikevich neurons under periodic external forcing, Physical Review E 95 (6) (2017) 062414

  2. [2]

    S.-G. Lee, S. Kim, Bifurcation analysis of mode-locking structure in a Hodgkin–Huxley neuron under sinusoidal current, Physical Review E 73 (4) (2006) 041924

  3. [3]

    H. Wang, Y. Sun, Y. Li, Y. Chen, Influence of autapse on mode-locking structure of a Hodgkin– Huxley neuron under sinusoidal stimulus, Journal of Theoretical Biology 358 (2014) 25–30

  4. [4]

    Terrien, B

    S. Terrien, B. Krauskopf, N. G. R. Broderick, V. A. Pammi, R. Braive, I. Sagnes, G. Beaudoin, K. Pantzas, S. Barbay, Merging and disconnecting resonance tongues in a pulsing excitable mi- crolaser with delayed optical feedback, Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (2) (2023) 023142

  5. [5]

    Simonet, M

    J. Simonet, M. Warden, E. Brun, Locking and arnol’d tongues in an infinite-dimensional system: The nuclear magnetic resonance laser with delayed feedback, Physical Review E 50 (5) (1994) 3383

  6. [6]

    Keane, B

    A. Keane, B. Krauskopf, Chenciner bubbles and torus break-up in a periodically forced delay differential equation, Nonlinearity 31 (6) (2018) R165–R187

  7. [7]

    Keane, B

    A. Keane, B. Krauskopf, C. M. Postlethwaite, Climate models with delay differential equations, Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (11) (2017) 114309

  8. [8]

    Tziperman, M

    E. Tziperman, M. A. Cane, S. E. Zebiak, Irregularity and locking to the seasonal cycle in an ENSO prediction model as explained by the quasi-periodicity route to chaos, Journal of Atmospheric Sciences 52 (3) (1995) 293–306

  9. [9]

    Krauskopf, J

    B. Krauskopf, J. Sieber, Bifurcation analysis of delay-induced resonances of the El Niño southern oscillation, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 470 (2169) (2014) 20140348

  10. [10]

    A. L. Lin, A. Hagberg, E. Meron, H. L. Swinney, Resonance tongues and patterns in periodically forced reaction-diffusion systems, Physical Review E 69 (6) (2004) 066217. 30

  11. [11]

    Marts, D

    B. Marts, D. J. W. Simpson, A. Hagberg, A. L. Lin, Period doubling in a periodically forced Belousov–Zhabotinsky reaction, Physical Review E 76 (2) (2007) 026213

  12. [12]

    Wiggins, Introduction to Applied Nonlinear Dynamical Systems and Chaos, Vol

    S. Wiggins, Introduction to Applied Nonlinear Dynamical Systems and Chaos, Vol. 2, Springer, 2003

  13. [13]

    Y. A. Kuznetsov, Elements of Applied Bifurcation Theory, Vol. 112, Springer, 1998

  14. [14]

    L. P. Shil’nikov, Methods of qualitative theory in nonlinear dynamics, Vol. 5, World Scientific, 2001

  15. [15]

    V. I. Arnold, Small denominators. i. mapping of the circumference onto itself, American Mathe- matical Society Translations, Series 2 46 (1965) 213–284

  16. [16]

    Broer, C

    H. Broer, C. Simó, Resonance tongues in Hill’s equations: a geometric approach, Journal of Differential Equations 166 (2) (2000) 290–327

  17. [17]

    Takens, Forced oscillations and bifurcations, in: Global analysis of dynamical systems, Institute of Physics Publishing, 2001, pp

    F. Takens, Forced oscillations and bifurcations, in: Global analysis of dynamical systems, Institute of Physics Publishing, 2001, pp. 1–61

  18. [18]

    V. I. Arnold, Loss of stability of self-oscillation close to resonance and versal deformations of equivariant vector fields, Functional Analysis and its Applications 11 (2) (1977) 85–92

  19. [19]

    H. W. Broer, M. Golubitsky, G. Vegter, The geometry of resonance tongues: a singularity theory approach, Nonlinearity 16 (4) (2003) 1511

  20. [20]

    B. B. Peckham, C. E. Frouzakis, I. G. Kevrekidis, Bananas and banana splits: a parametric degeneracy in the Hopf bifurcation for maps, SIAM Journal on Mathematical Analysis 26 (1) (1995) 190–217

  21. [21]

    B. B. Peckham, I. G. Kevrekidis, Lighting Arnold flames: resonance in doubly forced periodic oscillators, Nonlinearity 15 (2) (2002) 405–428

  22. [22]

    Schilder, B

    F. Schilder, B. B. Peckham, Computing Arnol’d tongue scenarios, Journal of Computational Physics 220 (2) (2007) 932–951

  23. [23]

    Bolduc-St-Aubin, A

    S. Bolduc-St-Aubin, A. R. Humphries, Seasonal-forcing-dominated dynamics of a piecewise- smooth Ghil–Zaliapin–Thompson ENSO model, arXiv:2510.27084 (2025)

  24. [24]

    Habib, G

    G. Habib, G. I. Cirillo, G. Kerschen, Isolated resonances and nonlinear damping, Nonlinear Dy- namics 93 (3) (2018) 979–994

  25. [25]

    Detroux, J.-P

    T. Detroux, J.-P. Noël, L. N. Virgin, G. Kerschen, Experimental study of isolas in nonlinear systems featuring modal interactions, PLOS ONE 13 (3) (2018) e0194452

  26. [26]

    R. J. Kuether, L. Renson, T. Detroux, C. Grappasonni, G. Kerschen, M. S. Allen, Nonlinear normal modes, modal interactions and isolated resonance curves, Journal of Sound and Vibration 351 (2015) 299–310

  27. [27]

    Marchionne, P

    A. Marchionne, P. Ditlevsen, S. Wieczorek, Synchronisation vs. resonance: Isolated resonances in damped nonlinear oscillators, Physica D: Nonlinear Phenomena 380 (2018) 8–16. 31

  28. [28]

    Edelsbrunner, J

    H. Edelsbrunner, J. Harer, Computational Topology: an introduction, American Mathematical Soc., 2010

  29. [29]

    H. Carr, J. Snoeyink, U. Axen, Computing contour trees in all dimensions, Computational Ge- ometry 24 (2) (2003) 75–94

  30. [30]

    Bailie, B

    J. Bailie, B. Krauskopf, Bifurcation analysis of a conceptual model for vertical mixing in the North Atlantic, Physica D: Nonlinear Phenomena 460 (2024) 134077

  31. [31]

    J. W. Milnor, Morse theory, no. 51, Princeton University Press, 1963

  32. [32]

    Audin, M

    M. Audin, M. Damian, Morse Theory and Floer Homology, Springer, 2014, translated from the French by Reinie Erné

  33. [33]

    Matsumoto, An introduction to Morse theory, Vol

    Y. Matsumoto, An introduction to Morse theory, Vol. 208, American Mathematical Soc., 2002

  34. [34]

    Cerf, La stratification naturelle des espaces de fonctions différentiables réelles et le théoreme de la pseudo-isotopie, Publications Mathématiques de l’IHÉS 39 (1970) 5–173

    J. Cerf, La stratification naturelle des espaces de fonctions différentiables réelles et le théoreme de la pseudo-isotopie, Publications Mathématiques de l’IHÉS 39 (1970) 5–173

  35. [35]

    Welander, Thermohaline effects in the ocean circulation and related simple models, in: Large- scale transport processes in oceans and atmosphere, Springer, 1986, pp

    P. Welander, Thermohaline effects in the ocean circulation and related simple models, in: Large- scale transport processes in oceans and atmosphere, Springer, 1986, pp. 163–200

  36. [36]

    Cessi, A simple box model of stochastically forced thermohaline flow, Journal of Physical Oceanography 24 (9) (1994) 1911–1920

    P. Cessi, A simple box model of stochastically forced thermohaline flow, Journal of Physical Oceanography 24 (9) (1994) 1911–1920

  37. [37]

    Bailie, H

    J. Bailie, H. A. Dijkstra, B. Krauskopf, A detailed analysis of deep-decoupling/deep-coupling oscillations in the Welander model, Chaos: An Interdisciplinary Journal of Nonlinear Science 35 (7) (2025) 073126

  38. [38]

    Cessi, Convective adjustment and thermohaline excitability, Journal of Physical Oceanography 26 (4) (1996) 481–491

    P. Cessi, Convective adjustment and thermohaline excitability, Journal of Physical Oceanography 26 (4) (1996) 481–491

  39. [39]

    Yashayaev, J

    I. Yashayaev, J. W. Loder, Recurrent replenishment of Labrador Sea Water and associated decadal-scale variability, Journal of Geophysical Research: Oceans 121 (11) (2016) 8095–8114

  40. [40]

    N. P. Holliday, S. A. Cunningham, C. Johnson, S. F. Gary, C. Griffiths, J. F. Read, T. Sherwin, Multidecadal variability of potential temperature, salinity, and transport in the eastern subpolar North Atlantic, Journal of Geophysical Research: Oceans 120 (9) (2015) 5945–5967

  41. [41]

    S. Das, Y. Saiki, E. Sander, J. A. Yorke, Quantitative quasiperiodicity, Nonlinearity 30 (11) (2017) 4111–4140

  42. [42]

    J. M. Lee, Introduction to Topological Manifolds, Springer, 2000

  43. [43]

    V. I. Arnold, Singularity theory, Vol. 53, Cambridge University Press, 1981

  44. [44]

    Bolduc-St-Aubin, B

    S. Bolduc-St-Aubin, B. Krauskopf, From resonance to chaos in a DDE climate model, in: 24th IFAC World Congress, Busan, Republic of Korea, 2026

  45. [45]

    Bolduc-St-Aubin, P

    S. Bolduc-St-Aubin, P. Subramanian, B. Krauskopf, Resonance structure of a periodically forced delay differential equation model for the El Niño–Southern Oscillation, Preprint (2026). 32