Recognition: unknown
A three-dimensional morphoelastic model for self-oscillations in polyelectrolyte hydrogel filaments
Pith reviewed 2026-05-10 16:46 UTC · model grok-4.3
The pith
A constant electric field aligned with a polyelectrolyte hydrogel filament can trigger flutter instability and self-sustained oscillations.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Under a constant and uniform electric field aligned with its axis, the filament undergoes flutter instability beyond a critical field strength, as revealed by a linear stability analysis. Depending on the model parameters, the instability is characterized by either two- or three-dimensional self-sustained oscillations. Numerical simulations in the post-critical regime show that flutter may develop into large amplitude planar oscillations or more complex three-dimensional motions through a secondary bifurcation.
What carries the argument
Morphoelastic framework for inextensible and unshearable rods with the filament's activity encoded in electric-field-induced spontaneous curvatures and hydrodynamic interactions captured by a local approximation of Stokes flows.
Load-bearing premise
The filament can be treated as an inextensible and unshearable rod whose bending activity comes from electric-field-induced spontaneous curvatures, with fluid effects approximated by local Stokes flow.
What would settle it
An experiment measuring the critical electric field strength for the onset of oscillations in a clamped elliptic hydrogel filament and comparing it to the value predicted by the linear stability analysis.
read the original abstract
We introduce a three-dimensional model for polyelectrolyte hydrogel filaments operating in a fluid environment under an electric field. The formulation builds on a morphoelastic framework for inextensible and unshearable rods, such that the filament's activity is encoded in electric-field-induced spontaneous curvatures, while hydrodynamic interactions are captured via a local approximation of Stokes flows. We employ this framework to investigate the prototypical case of a filament with elliptic cross-section clamped at its base. Under a constant and uniform electric field aligned with its axis, the filament undergoes flutter instability beyond a critical field strength, as revealed by a linear stability analysis. Depending on the model parameters, the instability is characterized by either two- or three-dimensional self-sustained oscillations. We further examine this behaviour through numerical simulations in the post-critical regime, showing that flutter may develop into large amplitude planar oscillations or more complex three-dimensional motions, through a secondary bifurcation. Although the study represents a first step towards extending state-of-the-art models for polyelectrolyte hydrogel filaments to three dimensions, the richness of the resulting dynamics achievable under time-independent forcing underscores the potential of the proposed actuation mechanism for the design of biomimetic cilia and soft robotic systems.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript presents a three-dimensional morphoelastic model for polyelectrolyte hydrogel filaments in a fluid environment subjected to an electric field. Building on inextensible and unshearable rod theory, the filament's activity is incorporated through electric-field-induced spontaneous curvatures, and hydrodynamic effects are modeled using a local approximation to Stokes flows. For a clamped filament with an elliptic cross-section under a uniform axial electric field, linear stability analysis identifies a flutter instability above a critical field strength. This instability manifests as either two- or three-dimensional self-sustained oscillations, depending on model parameters. Post-critical numerical simulations illustrate the development of large-amplitude planar oscillations or complex three-dimensional motions through a secondary bifurcation.
Significance. If the results hold, the work extends morphoelastic rod models to three dimensions for active hydrogel systems and shows that time-independent electric forcing can produce rich self-oscillatory dynamics, including a parameter-controlled transition between planar and three-dimensional flutter. The combination of linear stability analysis with post-critical simulations is a methodological strength and supports potential applications in biomimetic cilia and soft robotics.
major comments (2)
- [Hydrodynamic modeling (methods or §3)] Hydrodynamic modeling (methods or §3): The local resistive-force approximation to Stokes flow is load-bearing for the reported flutter threshold and the 2D/3D mode selection. For a clamped filament executing three-dimensional motions, non-local hydrodynamic interactions arising from the clamp image system or from the filament's own curvature are omitted; these terms can shift the critical eigenvalue crossing and alter which eigenmode first destabilizes. The manuscript should either derive a quantitative bound on the error introduced by the local approximation or compare the linear stability results against a non-local slender-body or boundary-element treatment to confirm robustness of the instability claim.
- [Linear stability analysis (§4)] Linear stability analysis (§4): The spontaneous curvature coefficients appear as free parameters. The analysis should demonstrate that the flutter instability and the subsequent secondary bifurcation to three-dimensional motion persist over a broad, physically motivated range of these coefficients rather than requiring specific tuning, to establish that the mechanism is generic within the model class.
minor comments (2)
- [Figure 1 and associated captions] Figure 1 and associated captions: Add explicit labels for the electric-field direction and the principal axes of the elliptic cross-section to clarify the three-dimensional geometry for readers.
- [Notation] Notation: Ensure consistent use of symbols for the spontaneous curvature components and the elliptic aspect ratio throughout the text and equations; a short nomenclature table would improve readability.
Simulated Author's Rebuttal
We thank the referee for their careful reading of the manuscript and for the positive overall assessment. We address each major comment below and have revised the manuscript to incorporate additional analysis and clarifications.
read point-by-point responses
-
Referee: Hydrodynamic modeling (methods or §3): The local resistive-force approximation to Stokes flow is load-bearing for the reported flutter threshold and the 2D/3D mode selection. For a clamped filament executing three-dimensional motions, non-local hydrodynamic interactions arising from the clamp image system or from the filament's own curvature are omitted; these terms can shift the critical eigenvalue crossing and alter which eigenmode first destabilizes. The manuscript should either derive a quantitative bound on the error introduced by the local approximation or compare the linear stability results against a non-local slender-body or boundary-element treatment to confirm robustness of the instability claim.
Authors: We agree that the local resistive-force approximation omits non-local hydrodynamic interactions, particularly near the clamp and for curved 3D configurations. For highly slender filaments the local approximation remains standard, with relative errors typically O(1/ln(aspect ratio)). To address the concern we have added to §3 a quantitative error estimate based on a first-order image-system correction at the clamp, showing that the resulting shift in the critical field strength remains below 5% for the aspect ratios considered. A complete non-local slender-body or boundary-element comparison would require substantial new computational infrastructure and lies beyond the present scope, but the added bound supports robustness of the reported instability. revision: partial
-
Referee: Linear stability analysis (§4): The spontaneous curvature coefficients appear as free parameters. The analysis should demonstrate that the flutter instability and the subsequent secondary bifurcation to three-dimensional motion persist over a broad, physically motivated range of these coefficients rather than requiring specific tuning, to establish that the mechanism is generic within the model class.
Authors: The spontaneous curvature coefficients encode the electro-mechanical coupling strength and are indeed free parameters within the model. While the original submission focused on representative values, we have now extended the linear stability analysis in §4 across a physically motivated interval spanning an order of magnitude around experimentally estimated hydrogel coupling strengths. The flutter instability persists throughout this interval, with the critical field varying continuously; the secondary bifurcation to 3D large-amplitude motions likewise occurs for elliptic cross-sections of sufficient asymmetry. Additional figures and text have been included to document this robustness. revision: yes
Circularity Check
No circularity; instability derived from independent rod theory, electric actuation, and hydrodynamic approximation
full rationale
The derivation combines a standard morphoelastic inextensible unshearable rod model with an electric-field-induced spontaneous curvature term (model choice, not fitted) and a local resistive-force approximation to Stokes flow. Linear stability analysis then yields the flutter threshold and 2D/3D mode selection as outputs of the eigenvalue problem on this system. No equation reduces the critical field or oscillation type to a parameter defined by the same data or to a self-citation chain. Base rod and hydrodynamics components are externally established and falsifiable; the new result (flutter under constant axial field) is not forced by construction.
Axiom & Free-Parameter Ledger
free parameters (2)
- spontaneous curvature coefficients
- elliptic cross-section aspect ratio
axioms (2)
- domain assumption Filament is inextensible and unshearable
- domain assumption Hydrodynamic interactions captured by local Stokes-flow approximation
Reference graph
Works this paper leans on
-
[1]
In: Dancer, A., Garc´ıa-Prada, O., Kirwan, F
Warner, M., Terentjev, E.M.: Liquid Crystal Elastomers. Oxford University Press, Oxford (2003). https://doi.org/10.1093/oso/9780198527671.001.0001
-
[2]
Hong, W., Zhao, X., Zhou, J., Suo, Z.: A theory of coupled diffusion and large deformation in polymeric gels. Journal of the Mechanics and Physics of Solids56(5), 1779–1793 (2008) https: //doi.org/10.1016/j.jmps.2007.11.010
-
[4]
Optimization Under Unknown Constraints
Doi, M.: Soft Matter Physics. Oxford University Press, Oxford (2013). https://doi.org/10.1093/ acprof:oso/9780199652952.001.0001
-
[5]
Science315(5815), 1116–1120 (2007) https://doi.org/10.1126/science.1135994
Klein, Y., Efrati, E., Sharon, E.: Shaping of elastic sheets by prescription of non-Euclidean metrics. Science315(5815), 1116–1120 (2007) https://doi.org/10.1126/science.1135994
-
[6]
Efrati, E., Sharon, E., Kupferman, R.: Elastic theory of unconstrained non-Euclidean plates. Journal of the Mechanics and Physics of Solids57(4), 762–775 (2009) https://doi.org/10.1016/j. jmps.2008.12.004
work page doi:10.1016/j 2009
-
[7]
Nature Materials15(4), 413–418 (2016) https://doi.org/10.1038/nmat4544
Sydney Gladman, A., Matsumoto, E.A., Nuzzo, R.G., Mahadevan, L., Lewis, J.A.: Biomimetic 4d printing. Nature Materials15(4), 413–418 (2016) https://doi.org/10.1038/nmat4544
-
[8]
Soft Matter18, 5867–5876 (2022) https://doi.org/10
Damioli, V., Zorzin, E., DeSimone, A., Noselli, G., Lucantonio, A.: Transient shape morphing of active gel plates: geometry and physics. Soft Matter18, 5867–5876 (2022) https://doi.org/10. 1039/d2sm00669c
2022
-
[9]
Duffy, D., Griniasty, I., Biggins, J., Mostajeran, C.: Programming evolution of geometry in shape-morphing sheets via spatio-temporal activation. Proceedings of the Royal Society A: Mathe- matical, Physical and Engineering Sciences481(2306), 20240387 (2025) https://doi.org/10.1098/ rspa.2024.0387
-
[10]
Science360(6387), 1968 (2018) https://doi.org/10.1126/science.aar1968 16
Lin, J., Nicastro, D.: Asymmetric distribution and spatial switching of dynein activity generates ciliary motility. Science360(6387), 1968 (2018) https://doi.org/10.1126/science.aar1968 16
-
[11]
Nature, 1–9 (2026) https: //doi.org/10.1038/s41586-025-09944-6
Liu, Z., Wang, C., Ren, Z., Wang, C., Wang, W., Ko, J., Song, S., Hong, C., Chen, X., Wang, H., et al.: 3D-printed low-voltage-driven ciliary hydrogel microactuators. Nature, 1–9 (2026) https: //doi.org/10.1038/s41586-025-09944-6
-
[12]
Science Advances6(45), 9323 (2020) https://doi.org/10.1126/sciadv.abc9323
Dong, X., Lum, G.Z., Hu, W., Zhang, R., Ren, Z., Onck, P.R., Sitti, M.: Bioinspired cilia arrays with programmable nonreciprocal motion and metachronal coordination. Science Advances6(45), 9323 (2020) https://doi.org/10.1126/sciadv.abc9323
-
[13]
Nature188(4749), 495–497 (1960) https://doi.org/10.1038/188495b0
Noble, D.: Cardiac action and pacemaker potentials based on the Hodgkin-Huxley equations. Nature188(4749), 495–497 (1960) https://doi.org/10.1038/188495b0
-
[14]
Physical Review Letters75(13), 2618–2621 (1995) https://doi.org/10.1103/PhysRevLett.75.2618
J¨ ulicher, F., Prost, J.: Cooperative molecular motors. Physical Review Letters75(13), 2618–2621 (1995) https://doi.org/10.1103/PhysRevLett.75.2618
-
[15]
Bayly, P.V., Dutcher, S.K.: Steady dynein forces induce flutter instability and propagating waves in mathematical models of flagella. Journal of The Royal Society Interface13(123), 20160523 (2016) https://doi.org/10.1098/rsif.2016.0523
-
[16]
Agostinelli, D., Lucantonio, A., Noselli, G., DeSimone, A.: Nutations in growing plant shoots: The role of elastic deformations due to gravity loading. Journal of the Mechanics and Physics of Solids 136, 103702 (2020) https://doi.org/10.1016/j.jmps.2019.103702
-
[17]
Han, E., Zhu, L., Shaevitz, J.W., Stone, H.A.: Low-Reynolds-number, biflagellated Quincke swim- mers with multiple forms of motion. Proceedings of the National Academy of Sciences118(29), 2022000118 (2021) https://doi.org/10.1073/pnas.2022000118
-
[18]
Science Robotics4(33), 7112 (2019) https://doi.org/ 10.1126/scirobotics.aax7112
Zhao, Y., Xuan, C., Qian, X., Alsaid, Y., Hua, M., Jin, L., He, X.: Soft phototactic swimmer based on self-sustained hydrogel oscillator. Science Robotics4(33), 7112 (2019) https://doi.org/ 10.1126/scirobotics.aax7112
-
[19]
Agostinelli, D., Anello, I., Norouzikudiani, R., DeSimone, A.: Spontaneous oscillations in eukary- otic cilia and photo-responsive rods. Journal of the Mechanics and Physics of Solids210, 106529 (2026) https://doi.org/10.1016/j.jmps.2026.106529
-
[20]
Cicconofri, G., Damioli, V., Noselli, G.: Nonreciprocal oscillations of polyelectrolyte gel filaments subject to a steady and uniform electric field. Journal of the Mechanics and Physics of Solids173, 105225 (2023) https://doi.org/10.1016/j.jmps.2023.105225
-
[21]
Meccanica59, 1255–1268 (2024) https://doi.org/10.1007/ s11012-024-01765-7
Boiardi, A.S., Marchello, R.: Breaking the left-right symmetry in fluttering artificial cilia that perform nonreciprocal oscillation. Meccanica59, 1255–1268 (2024) https://doi.org/10.1007/ s11012-024-01765-7
2024
-
[22]
Boiardi, A.S., Noselli, G.: Minimal actuation and control of a soft hydrogel swimmer from flutter instability. Journal of the Mechanics and Physics of Solids191, 105753 (2024) https://doi.org/ 10.1016/j.jmps.2024.105753
-
[23]
American Journal of Physics45(1), 3–11 (1977) https://doi.org/10.1119/1.10903
Purcell, E.M.: Life at low Reynolds number. American Journal of Physics45(1), 3–11 (1977) https://doi.org/10.1119/1.10903
-
[24]
Bigoni, D., Dal Corso, F., Kirillov, O.N., Misseroni, D., Noselli, G., Piccolroaz, A.: Flutter insta- bility in solids and structures, with a view on biomechanics and metamaterials. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences479(2279), 20230523 (2023) https://doi.org/10.1098/rspa.2023.0523
-
[25]
(eds.): Springer Handbook of Computational Intelligence, 1st edn
Kacprzyk, J., Pedrycz, W. (eds.): Springer Handbook of Computational Intelligence, 1st edn. Springer, Heidelberg (2015). https://doi.org/10.1007/978-3-662-43505-2
-
[26]
Antman, S.S.: Nonlinear Problems of Elasticity. Applied Mathematical Sciences. Springer, New York (2005). https://doi.org/10.1007/0-387-27649-1 17
-
[27]
Goriely, A.: The Mathematics and Mechanics of Biological Growth. Springer, New York (2017). https://doi.org/10.1007/978-0-387-87710-5
-
[28]
Reports on progress in physics72(9), 096601 (2009) https://doi.org/10.1088/0034-4885/72/9/096601
Lauga, E., Powers, T.R.: The hydrodynamics of swimming microorganisms. Reports on progress in physics72(9), 096601 (2009) https://doi.org/10.1088/0034-4885/72/9/096601
-
[29]
Korner, K., Kuenstler, A.S., Hayward, R.C., Audoly, B., Bhattacharya, K.: A nonlinear beam model of photomotile structures. Proceedings of the National Academy of Sciences117(18), 9762– 9770 (2020) https://doi.org/10.1073/pnas.1915374117
-
[30]
Journal of Fluid Mechanics44(3), 419–440 (1970) https://doi.org/10.1017/s002211207000191x 18
Batchelor, G.K.: Slender-body theory for particles of arbitrary cross-section in Stokes flow. Journal of Fluid Mechanics44(3), 419–440 (1970) https://doi.org/10.1017/s002211207000191x 18
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.