REVIEW 7 minor 42 references
Global linearization of asymptotically stable systems without hyperbolicity
T0 review · 0 major / 7 minor · reviewed 2026-08-08 · deepseek-v4-flash
Pith's one-line read This paper proves that asymptotically stable equilibria of continuous flows admit global linearizing homeomorphisms on the whole basin of attraction, and that the conjugacy is smooth away from the equilibrium in every dimension except 5…
desk verdict Global Hartman-Grobman for asymptotically stable nonhyperbolic equilibria, complete in all dimensions for topological conjugacy and tied to the 4D smooth Poincaré conjecture in dimension 5, with sound proofs worth refereeing. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The load-bearing mechanism is the flow-box coordinate system built from a regular level set $L=V^{-1}(c)$ of a proper $C^\infty$ strict Lyapunov function $V$ on the basin. Every trajectory except the equilibrium crosses $L$ exactly once and transversely, so the basin minus the equilibrium is homeomorphic (and $C^k$-diffeomorphic, when the flow is $C^k$) to $\mathbb{R}\times L$ via the map $(t,x)\mapsto \Phi_t(x)$. Because $L$ is homotopy equivalent to $S^{n-1}$, and because the low- and high-dimensional classification theorems make $L$ diffeomorphic to the standard sphere for every $n\ne 5$, one can identify $L$ with $S^{n-1}$ and write the coordinate $h(x)=e^{\tau(x)}P(\rho(x))$, where $\tau$ is the arrival time and $\rho$ the crossing point. This single formula carries the argument: the linear flow on $\mathbb{R}^n$ is simply the product of exponential decay in $\mathbb{R}$ and constant motion along rays, so the conjugacy is exact and global.
What would settle it
Take a $C^\infty$ homotopy 4-sphere $L$ that is not diffeomorphic to $S^4$, build a $C^\infty$ function $V\colon S^5\to[0,1]$ having $L$ as a regular level set, and run the gradient flow $-\nabla V$. If that system admits a $C^1$ linearizing conjugacy on a neighborhood of the sink, the paper's equivalence claim is false; proving no such conjugacy for every such $L$ would confirm that the dimension-5 gap is exactly the smooth Poincaré conjecture. A failure of the underlying level-set theorem—for instance a continuous uniquely integrable flow whose regular level sets are not homotopy equivalent to spheres—would also break the construction.
Extended reading notes
Core claim
For a complete uniquely integrable continuous vector field on an $n$-dimensional smooth manifold with an asymptotically stable equilibrium $x_*$ and basin $B$, the paper proves that there is a homeomorphism $h\colon B \to \mathbb{R}^n$ satisfying $\Phi_t|_B = h^{-1}\circ e^{At}\circ h$ for every $t\in\mathbb{R}$ and every Hurwitz matrix $A$; in particular $A=-I$ turns the flow into $\dot y = -y$. If the flow is $C^k$ with $k\ge 1$ and $n\ne 5$, the same $h$ restricts to a $C^k$-diffeomorphism $B\setminus\{x_*\}\to\mathbb{R}^n\setminus\{0\}$. The paper also proves that the $C^k$ statement in dimension $n=5$ is logically equivalent to the 4-dimensional smooth Poincaré conjecture, and derives the local version as a consequence of the global one. The argument works by picking a proper strict Lyapunov function, using one regular level set as a global cross-section, and converting the time-to-reach-the-section and the position on the section into linear coordinates.
Load-bearing premise
The argument depends on the theorem that every asymptotically stable equilibrium of a complete uniquely integrable continuous flow admits a proper, strictly decreasing smooth Lyapunov function whose regular level sets are homotopy equivalent to spheres; if that theorem ever failed, the construction of the cross-section and the linearizing map collapses.
Editorial extensions
If this is right
- Every complete asymptotically stable continuous flow is topologically conjugate, on its entire basin, to the linear system $\dot y = -y$, so the basin is homeomorphic to $\mathbb{R}^n$.
- For $C^k$ flows in any dimension other than $5$, the linearizing coordinates are $C^k$ away from the equilibrium, preserving all finite-time derivative information up to order $k$ in the linear model.
- Choosing $A$ diagonal produces $n$ continuous Koopman eigenfunctions whose joint map is a global homeomorphism from the basin to $\mathbb{R}^n$, giving existence of minimal-dimensional linearizing observables.
- The equivalence with the 4-dimensional smooth Poincaré conjecture means that the remaining dimension-5 smoothness gap cannot be closed by dynamics alone; it is a question of 4-manifold topology.
- The results provide existence targets for data-driven algorithms, such as extended dynamic mode decomposition, that seek linearizing coordinates of dimension equal to the state space.
Reading between the lines
- If the construction is as robust as it appears, the same time-plus-sphere-coordinate recipe should linearize flows near any compact invariant manifold whose stable and unstable cross-sections are sphere-like, not just single equilibria.
- The dimension-5 cliff suggests that numerical experiments claiming smooth linearization in $\mathbb{R}^5$ cannot settle the theoretical question either way: the obstruction is a global property of 4-manifolds invisible to local computation.
- A natural testable extension is to the input-to-state setting, replacing $\dot x = f(x)$ by $\dot x = f(x,u)$ and asking whether the same Lyapunov cross-section yields finite-energy gain; the authors explicitly leave this open.
- The one-dimensional example $h(x)=e^{-1/(2x^2)}$ for $\dot x=-x^3$ suggests that the conjugacy need not be Lipschitz at the equilibrium, so algorithms based on derivative information at the fixed point may fail even though global linearizing coordinates exist.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper proves a global linearization theorem for asymptotically stable equilibria of nonhyperbolic systems. Theorem 1 gives a local topological conjugacy to a Hurwitz linear flow, with a C^k diffeomorphism away from the equilibrium when n≠5; Theorem 2 extends this to the whole basin of attraction for complete flows, and Proposition 1 shows that the missing n=5 C^k case is equivalent to the 4-dimensional smooth Poincaré conjecture. The proofs use a proper smooth strict Lyapunov function, the identification of the punctured basin with R×L, the classification of homotopy spheres, and Hirsch's construction.
Significance. The result is a natural and significant extension of the Hartman-Grobman theorem, resolving the global nonhyperbolic case under minimal regularity assumptions and with essentially optimal smoothness. The proof is elegant and modular, and the paper is honest about the dimensional obstruction: it proves the n=5 smooth case is equivalent to the 4-dimensional smooth Poincaré conjecture rather than claiming it. The main arguments are transparent derivations from classical external results (Wilson, Fathi–Pageault, Smale, Perelman, Freedman, Hirsch), with no fitted parameters or self-referential assumptions.
minor comments (7)
- [Section 3, proof of Theorem 2] The classification of the boundary L as diffeomorphic to S^{n-1} lists n=2,3,4,≥6 but omits n=1; the n=1 case is trivial because L is a two-point 0-manifold, and this should be stated for completeness.
- [Additional Comments, Proposition 2] This proposition is stated without a proof; the text says the proof of Theorem 2 can be repeated verbatim, but for a formal paper either a proof or an explicit label as a sketch should be supplied.
- [Section 3, proof of Theorem 1] The truncation function ψ is described only as equal to 1 on U0 and zero outside a compact set; to guarantee that x* is asymptotically stable for ψf with an open basin containing U0, ψ should be positive on an intermediate neighborhood, and this should be clarified.
- [Section 3, proof of Theorem 2] The application of Smale's theorem for n≥6 is terse; adding a sentence explaining that deleting a small ball from the contractible sublevel set V^{-1}([0,c]) yields an h-cobordism between L and S^{n-1} would make the argument self-contained.
- [Proposition 1] The phrase 'the C^k statement of Theorem 1 (or Theorem 2) is true for n=5' should be defined explicitly, since the main theorems exclude n=5 by hypothesis.
- [Abstract and title] The abstract and title contain typographical artifacts ('GLOBAL LINEARIZA TION', 'ST ABLE'); the manuscript should be copy-edited.
- [Section 3, proof of Theorem 2] Since the existence of a proper strict C∞ Lyapunov function for a merely continuous flow is the only non-classical external input, it would be helpful to quote the precise statement from [FP19, Sec. 6] that covers this case.
Circularity Check
No significant circularity: the main theorem is derived from independent external theorems (Wilson, Smale, Perelman, Freedman, Hirsch) with no step that reduces to its own conclusion.
full rationale
The paper's central derivation in Theorem 2 constructs the global linearizing homeomorphism using a proper strict C∞ Lyapunov function supplied by Wilson's theorem ([Wil69, Thm 3.2], [FP19, Sec. 6]) and then applies external topological results (Smale n≥6, Perelman n=4, Milnor/Hirsch n=2,3, Freedman n=5) to diffeomorphically trivialize the level set L. The proof does not assume the existence of the linearizing homeomorphism; it produces it explicitly as h(x) = e^{τ(x)}P(ρ(x)). The reduction from a general Hurwitz matrix A to A = −I is a standard construction that reproves the statement for the linear system, not a use of the theorem being proved. Theorem 1 is derived from Theorem 2, which is proved independently. Proposition 1 is an equivalence: the forward direction invokes the 4D smooth Poincaré conjecture to upgrade Freedman's homeomorphism to a diffeomorphism, and the converse uses Hirsch's construction to build a Lyapunov function on S^5 whose regular level set is an arbitrary homotopy sphere, then applies Theorem 1 to obtain a diffeomorphism to S^4. Neither direction assumes the theorem's conclusion for n=5. Self-citations (GSW99, KS24) appear only in historical remarks, for context about prior sketches, or for a related Proposition 2 whose proof is actually given rather than cited. No fitted parameters are renamed as predictions, and no uniqueness theorem from the authors' prior work is invoked to force the construction. The external dependencies are explicit, stated, and do not include the target results, so the derivation is self-contained modulo well-established theorems.
Assumptions & free parameters
assumptions (3)
- domain assumption Existence of a proper C∞ strict Lyapunov function for an asymptotically stable equilibrium of a complete uniquely integrable continuous vector field, with level sets homotopy equivalent to spheres (Wilson's theorems)
- standard math Classification of homotopy spheres: every homotopy (n-1)-sphere is diffeomorphic to S^{n-1} for n=2,3,4 (Perelman) and n≥6 (Smale); for n=5 a homeomorphism exists by Freedman
- standard math Hirsch's theorem: every 4-dimensional homotopy sphere occurs as a regular level set of a function on S^5 with exactly two critical points
Cite this review
Pith. "Pith review of Global linearization of asymptotically stable systems without hyperbolicity." pith.science (2026). https://pith.science/paper/OBL43TTM
@misc{pith2026250207708,
author = {Pith},
title = {Pith review of: Global linearization of asymptotically stable systems without hyperbolicity},
year = {2026},
howpublished = {\url{https://pith.science/paper/OBL43TTM}},
note = {Machine review of arXiv:2502.07708}
}
abstract
We give a proof of an extension of the Hartman-Grobman theorem to nonhyperbolic but asymptotically stable equilibria of vector fields. Moreover, the linearizing topological conjugacy is (i) defined on the entire basin of attraction if the vector field is complete, and (ii) a $C^{k\geq 1}$-diffeomorphism on the complement of the equilibrium if the vector field is $C^k$ and the underlying space is not $5$-dimensional. We also show that the $C^k$ statement in the $5$-dimensional case is equivalent to the $4$-dimensional smooth Poincar\'{e} conjecture.
Reference graph
Works this paper leans on
-
[1]
P Arathoon and M D Kvalheim, Koopman embedding and super-linearization counterexamples with isolated equilibria, arXiv preprint arXiv:2306.15126 (2023), 1--7
work page Pith review arXiv 2023
- [2]
-
[3]
64 (2022), no
S L Brunton, M Budi s i\' c , E Kaiser, and J N Kutz, Modern K oopman theory for dynamical systems , SIAM Rev. 64 (2022), no. 2, 229--340. 4416982
2022
-
[4]
M-A Belabbas and X Chen, A sufficient condition for the super-linearization of polynomial systems, Systems Control Lett. 179 (2023), Paper No. 105588, 6. 4624015
work page 2023
-
[5]
T B\'arta, R Chill, and E Fa s angov\'a, Every ordinary differential equation with a strict L yapunov function is a gradient system , Monatsh. Math. 166 (2012), no. 1, 57--72. 2901252
work page 2012
-
[6]
4, 047510, 33
M Budi s i\' c , R Mohr, and I Mezi\' c , Applied K oopmanism , Chaos 22 (2012), no. 4, 047510, 33. 3388723
2012
-
[7]
J J Bramburger, Data-driven methods for dynamic systems, Society for Industrial and Applied Mathematics, Philadelphia, PA, 2024
work page 2024
-
[8]
N Bhatia and G Szeg \"o , Stability theory of dynamical systems, number 161 in grundlehren der mathematischen wissenschaften, Springer-Verlag, 1970
work page 1970
Show all 42 references
-
[9]
C Coleman, Local trajectory equivalence of differential systems, Proc. Amer. Math. Soc. 16 (1965), 890--892. 180752
1965
-
[10]
, Addendum to: L ocal trajectory equivalence of differential systems , Proc. Amer. Math. Soc. 17 (1966), 770. 192135
1966
-
[11]
9, 4202--4245
J Eldering, M Kvalheim, and S Revzen, Global linearization and fiber bundle structure of invariant manifolds, Nonlinearity 31 (2018), no. 9, 4202--4245. 3841342
2018
-
[12]
A Fathi and P Pageault, Smoothing L yapunov functions , Trans. Amer. Math. Soc. 371 (2019), no. 3, 1677--1700. 3894031
2019
-
[13]
Differential Geometry 17 (1982), no
M H Freedman, The topology of four-dimensional manifolds, J. Differential Geometry 17 (1982), no. 3, 357--453. 679066
1982
-
[14]
5, 880--881
D M Grobman, Homeomorphism of systems of differential equations, Doklady Akademii Nauk SSSR 128 (1959), no. 5, 880--881
1959
-
[15]
2, 127--134
L Gr \"u ne, E D Sontag, and F R Wirth, Asymptotic stability equals exponential stability, and ISS equals finite energy gain—if you twist your eyes , Systems & Control Letters 38 (1999), no. 2, 127--134
1999
-
[16]
4, 610--620
P Hartman, A lemma in the theory of structural stability of differential equations, Proceedings of the American Mathematical Society 11 (1960), no. 4, 610--620
1960
-
[17]
Press, Princeton, NJ, 1965, pp
M W Hirsch, On homotopy spheres of low dimension, Differential and C ombinatorial T opology ( A S ymposium in H onor of M arston M orse), Princeton Univ. Press, Princeton, NJ, 1965, pp. 199--204. 179800
1965
-
[18]
33, Springer-Verlag, New York, 1994, Corrected reprint of the 1976 original
, Differential topology, Graduate Texts in Mathematics, vol. 33, Springer-Verlag, New York, 1994, Corrected reprint of the 1976 original. 1336822
1994
-
[19]
21, 18639--18663
G Haller and B Kasz \'a s, Data-driven linearization of dynamical systems, Nonlinear Dynamics 112 (2024), no. 21, 18639--18663
2024
-
[20]
W Jongeneel, Asymptotic stability equals exponential stability---while you twist your eyes, arXiv preprint arXiv:2411.03277 (2024), 1--27
2024
-
[21]
M D Kvalheim and P Arathoon, Linearizability of flows by embeddings, arXiv preprint arXiv:2305.18288v6 (2024), 1--20
2024 arXiv
-
[22]
J Ko and M-A Belabbas, Minimum number of observables and system invariants in super-linearization, IEEE Control Syst. Lett. 8 (2024), 2217--2222. 4816989
2024
-
[23]
D 425 (2021), Paper No
M D Kvalheim and S Revzen, Existence and uniqueness of global K oopman eigenfunctions for stable fixed points and periodic orbits , Phys. D 425 (2021), Paper No. 132959, 20. 4275046
2021
-
[24]
M D Kvalheim and E D Sontag, Why should autoencoders work?, Transactions on Machine Learning Research (2024)
2024
-
[25]
D 242 (2013), 42--53
Y Lan and I Mezi\' c , Linearization in the large of nonlinear systems and K oopman operator spectrum , Phys. D 242 (2013), 42--53. 3001394
2013
-
[26]
Z Liu, N Ozay, and E D Sontag, On the non-existence of immersions for systems with multiple omega-limit sets, IFAC World Congress, Yokohoma, Japan 56 (2023), 60--64
2023
-
[27]
Preprint can be found in https://arxiv.org/abs/2312.17045, 2023/2024
, Properties of immersions for systems with multiple limit sets with implications to learning K oopman embeddings , Automatica (2025), To appear. Preprint can be found in https://arxiv.org/abs/2312.17045, 2023/2024
2025 arXiv
-
[28]
Nonlinear Sci
I Mezi\'c, Spectrum of the K oopman operator, spectral expansions in functional spaces, and state-space geometry , J. Nonlinear Sci. 30 (2020), no. 5, 2091--2145. 4163461
2020
-
[29]
J Milnor, Morse theory, Annals of Mathematics Studies, vol. No. 51, Princeton University Press, Princeton, NJ, 1963, Based on lecture notes by M. Spivak and R. Wells. 163331
1963
-
[30]
Weaver, Revised reprint of the 1965 original
J W Milnor, Topology from the differentiable viewpoint, Princeton Landmarks in Mathematics, Princeton University Press, Princeton, NJ, 1997, Based on notes by David W. Weaver, Revised reprint of the 1965 original. 1487640
1997
-
[31]
18, American Mathematical Society, Providence, RI, 1996, Reprint of the 1932 original
M Morse, The calculus of variations in the large, American Mathematical Society Colloquium Publications, vol. 18, American Mathematical Society, Providence, RI, 1996, Reprint of the 1932 original. 1451874
1996
-
[32]
3, American Mathematical Society, Providence, RI; Clay Mathematics Institute, Cambridge, MA, 2007
J Morgan and G Tian, R icci flow and the P oincar\'e conjecture , Clay Mathematics Monographs, vol. 3, American Mathematical Society, Providence, RI; Clay Mathematics Institute, Cambridge, MA, 2007. 2334563
2007
-
[33]
G Perelman, The entropy formula for the R icci flow and its geometric applications , arXiv preprint math/0211159 (2002), 1--39
2002 arXiv
-
[34]
, Finite extinction time for the solutions to the R icci flow on certain three-manifolds , arXiv preprint math/0307245 (2003), 1--7
2003 arXiv
-
[35]
, Ricci flow with surgery on three-manifolds, arXiv preprint math/0303109 (2003), 1--22
2003 arXiv
-
[36]
S Smale, On the structure of manifolds, Amer. J. Math. 84 (1962), 387--399. 153022
1962
-
[37]
D eterministic F inite- D imensional S ystems , second ed., Texts in Applied Mathematics, vol
E D Sontag, Mathematical C ontrol T heory. D eterministic F inite- D imensional S ystems , second ed., Texts in Applied Mathematics, vol. 6, Springer-Verlag, New York, 1998
1998
-
[38]
Willems, S
E D Sontag, Contractive systems with inputs, Perspectives in Mathematical System Theory, Control, and Signal Processing (J. Willems, S. Hara, Y. Ohta, and H. Fujioka, eds.), Springer-verlag, 2010, pp. 217--228
2010
-
[39]
Differential Equations 3 (1967), 323--329
F W Wilson, Jr, The structure of the level surfaces of a L yapunov function , J. Differential Equations 3 (1967), 323--329. 0231409
1967
-
[40]
, Smoothing derivatives of functions and applications, Trans. Amer. Math. Soc. 139 (1969), 413--428. 0251747
1969
-
[41]
C onf., N orth D akota S tate U niv., F argo, N
, A reformulation of C oleman's conjecture concerning the local conjugacy of topologically hyperbolic singular points , The structure of attractors in dynamical systems ( P roc. C onf., N orth D akota S tate U niv., F argo, N . D ., 1977), Lecture Notes in Math., vol. 668, Spr...
1977
-
[42]
M O Williams, I G Kevrekidis, and C W Rowley, A data--driven approximation of the K oopman operator: Extending dynamic mode decomposition , Journal of Nonlinear Science 25 (2015), 1307--1346
2015
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