REVIEW 4 minor 61 references
Coarse nodal counts on sub-Riemannian manifolds
T0 review · 0 major / 4 minor · reviewed 2026-08-06 · deepseek-v4-flash
Pith's one-line read This paper proves coarse, persistence-based versions of Courant's nodal domain theorem and Bézout's theorem for linear combinations of sub-Laplacian eigenfunctions on compact nilmanifolds, with exponents arbitrarily close to the conjectured
desk verdict First coarse Courant and Bézout bounds for sub-Laplacians on nilmanifolds; the proof is careful and the main external dependence is a published, uniformly stated approximation theorem, not a hidden gap. 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 principal objects are the coarse nodal count m_{d,δ}(F) = rank( Ȟ_d({|F|>δ}) → Ȟ_d({F≠0}) ) and the coarse zero count z_{d,δ}(F) = rank( Ȟ_d({F=0}) → Ȟ_d({|F|≤δ}) ), which for d=0 count δ-deep nodal domains and components of a δ-thickening that touch the zero set. These are controlled through the persistence barcode of ±|F|, whose bar-counting invariant N_{d,δ} obeys subadditivity, stability, and a duality between degree d and n−1−d. The new analytic input is the Morrey–Sobolev approximation theorem on Carnot balls (Theorem 5.3): a $C^{0}$ approximation of each f_i by polynomials of homogeneous degree k−1 with error C $r^{{k−Q/p}}$||X^k f||_{L^p}, which lets each ball in a cover be replaced
What would settle it
On the Heisenberg nilmanifold, take a fixed smooth F (e.g., the projection of sin(2πx)cos(2πy) with $L^{2}$ normalization) and compute the degree-0 bar count N_{0,δ}(|F|) as δ→0. If it grows faster than $δ^{{-Qp/(kp−Q)}}$ for some kp>Q while the anisotropic $W^{{k,p}}$_X norm stays bounded, Theorem 1.5's exponent is wrong. Similarly, a family of eigenfunction combinations with m_{0,δ} exceeding the $δ^{{-2ε_k}}$(λ+1)^{Q/2(1+ε_k)} growth would refute Theorem 1.1.
Extended reading notes
Core claim
On a closed sub-Riemannian nilmanifold N obtained as a lattice quotient of a stratified (Carnot) group, the authors prove a quantitative bound for the coarse topology of nodal sets of vector-valued functions F=(f_1,...,f_l) whose components lie in the spectral subspace F_λ of the sub-Laplacian. The central estimate (Theorem 1.5) is an anisotropic Sobolev inequality for persistence barcodes: for any smooth map F and any k,p with kp>Q, the number of bars of length >δ in the degree-0 (and degree n−1) barcode of ±|F| is bounded by C(||F||_{$W^{{k,p}}$_X}/δ)^{Qp/(kp−Q)} plus the Betti number. From this, Theorem 1.1 gives, for every k>Q/2 and d∈{0,n−1}, the coarse Courant bound m_{d,δ}(F) ≤ C δ^{-2ε_k
Load-bearing premise
Everything rests on the Morrey–Sobolev approximation theorem (Theorem 5.3): on every Carnot ball, a smooth function can be uniformly approximated by a stratified polynomial of controlled degree with error proportional to the ball radius raised to k−Q/p; if this approximation cannot be made uniform over the covering balls, the barcode estimate and the nodal bounds collapse.
Editorial extensions
If this is right
- On nilmanifolds, the coarse Courant count of δ-deep nodal domains for L^2-normalized combinations of eigenfunctions with eigenvalues ≤λ is at most C δ^{-2ε_k}(λ+1)^{Q/2(1+ε_k)}, with ε_k arbitrarily small for large k.
- The same proof yields the coarse Bézout count of intersections of l nodal sets, with the same growth.
- Both bounds extend from sub-Laplacians to any maximally hypoelliptic operator of order r>Q/2, with exponent 2Q/(2r−Q).
- On general closed equiregular sub-Riemannian manifolds, the combination of the Riemannian result with subelliptic estimates gives a bound with exponent sn/2 instead of Q/2, confirming the need for genuinely sub-Riemannian methods.
- The programme identifies three concrete gaps—an equiregular polynomial approximation, a multiscale subdivision, and covers with controlled intersections—each of which would carry the result from nilmanifolds to the general case.
Reading between the lines
- The δ-dependence δ^{-2ε_k} weakens as k grows, suggesting that in the conjectured limit the coarse count is governed by a fixed power of δ independent of the spectral window; a sharp version would make the δ and λ factors nearly independent.
- The same barcode-plus-approximation strategy could be applied to solutions of other hypoelliptic equations or to functions with merely measurable anisotropic regularity, yielding analogue bounds without spectral structure.
- The duality between degree 0 and degree n−1 is a free corollary of persistence duality; extending to intermediate degrees will require controlling the topology of intersections of the covering balls, a problem of independent interest in quantitative topology.
- If the equiregular polynomial approximation is ever established, the rest of the programme is largely a technical extension, meaning the conjecture's hardest part is analytic (approximation theory), not topological.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. This paper proves coarse Courant- and B\'ezout-type bounds for finite linear combinations of eigenfunctions of sub-Laplacians on compact nilmanifolds associated with stratified groups. The main analytic result is Theorem 1.5, a persistence-barcode estimate for \(\pm|F|\) in homological degrees \(0\) and \(n-1\) in terms of the anisotropic Sobolev norm \(\|F\|_{W^{k,p}_X}\), with exponent \(Qp/(kp-Q)\). Through subelliptic coercivity (Theorem 4.17) and the spectral bound \(\|(1+P)^{k/2}f\|_{L^2}\le(1+\lambda)^{k/2}\|f\|_{L^2}\), Theorems 1.1 and 1.3 follow, giving \((\lambda+1)^{Q/2(1+\epsilon_k)}\delta^{-2\epsilon_k}\) for \(d\in\{0,n-1\}\). The proof of Theorem 1.5 combines ball-box geometry, a Vitali-Wiener covering, persistence subadditivity/stability, and the Lu-Wheeden Morrey-Sobolev polynomial approximation on Carnot balls. The paper also proves two non-optimal bounds in the general equiregular setting and formulates a conjecture with an explicit programme.
Significance. These appear to be the first results establishing the coarse Courant--Herrmann-type bound in the sub-Riemannian nilmanifold case, with an exponent arbitrarily close to the conjectured \(Q/2\). The method is structurally transparent: the spectral statement is reduced to a barcode estimate for anisotropic Sobolev functions, and the only place where the stratified-group structure is essential is the ball-local polynomial approximation. The paper is explicit about its limitations---homological degrees only \(0\) and \(n-1\), a slightly worse exponent, and the absence of an equiregular analogue of Theorem 5.3. If the cited Lu-Wheeden theorem indeed holds in the uniform, ball-local form stated here, the proofs are internally consistent and the paper is a solid contribution to the subject.
minor comments (4)
- [§5.3, Theorem 5.3] Theorem 5.3 is the single most load-bearing external input: the covering argument in the proof of Theorem 1.5 requires a constant independent of the center \(g\), the radius \(r\), and the chosen ball in the cover. The paper cites [38,39] and the first author's thesis [52], but does not reproduce the statement. Since a center-dependent constant would invalidate estimate (33), please either quote the precise theorem from the cited sources or add a short appendix containing the statement and the uniformity claim.
- [§1.5 and §7] The sentence after Corollary 1.10 says that applying the corollary to \(D=P^\kappa\) yields Theorems 1.1 and 1.3 only for even \(k>Q/2\). However, the actual proof in Section 7 applies Theorem 1.5 directly with Theorem 4.17 and proves the statement for every integer \(k>Q/2\). Please adjust the introductory remark so that it does not understate the range of \(k\) covered.
- [§6, proof of Theorem 1.5] In the trivial case at the start of the proof, the condition \(C_0\|F\|_{W^{k,p}_X}<\delta\) can be weakened to \(\le\delta\), since any finite bar has length at most \(\max|F|-\min|F|\le\delta\). Also, the notation in (32), \(N_{0,\delta}(\pm|F|_{\pi(B_\infty(g_i,r))}|)\), is slightly garbled; the intended meaning is clear but should be written cleanly.
- [§2.3 and §6] The passage from degree \(0\) to degree \(n-1\) uses Proposition 2.20, which assumes \(X\) is a closed, smooth, orientable manifold. Nilmanifolds of stratified groups are indeed orientable, but this fact is not stated where the \(d=n-1\) case is treated. Adding one sentence would make the argument fully self-contained.
Circularity Check
No significant circularity; the core estimates are derived from an independent external approximation theorem and standard spectral inequalities.
full rationale
The derivation chain is: Theorems 1.1 and 1.3 are deduced from the Sobolev barcode estimate Theorem 1.5 (Section 7, equations (34)-(38)) via Proposition 2.21 and Theorem 4.17. Theorem 1.5 is proven in Section 6 by covering a fundamental domain with homogeneous balls, applying the Morrey–Sobolev polynomial approximation Theorem 5.3 (via Corollary 5.5), and then using barcode stability (Prop. 2.19) and subadditivity (Thm 2.17). Theorem 5.3 is quoted as a result of Lu–Wheeden [38, Thm 5.11; 39, Thm 5.11], with [52] only as a 'see also' appendix reference; it is an external, previously published theorem on stratified groups, not a restatement of the present target. The subadditivity and stability results are cited from [14], but they are general persistence facts proved there independently of any sub-Riemannian nodal bound. The spectral step (37)-(38) is the standard hypoelliptic coercivity estimate ||f||_{W^{k,2}_X} ≤ C||(1+P)^{k/2}f||_{L^2} followed by the eigenvalue bound (1+λ_j)^k ≤ (1+λ)^k; no fitted parameter is renamed as a prediction. The only acknowledged load-bearing external input is the Lu–Wheeden approximation theorem, which the paper explicitly identifies as the obstacle to the general equiregular conjecture (Section 1.6). No equation in the paper defines m_{d,δ} or z_{d,δ} in terms of the final bound, and no parameter is fitted to the data being 'predicted.' Thus there is no circular step.
Assumptions & free parameters
assumptions (7)
- standard math Barcode decomposition theorem for q-tame upper semi-continuous persistence modules (Theorem 2.7).
- standard math Stability and subadditivity of barcode bar counts (Proposition 2.19, Theorem 2.17).
- standard math Poincare-duality-style barcode identity for finite bars on orientable closed manifolds (Proposition 2.20).
- domain assumption Lu-Wheeden local polynomial approximation on Carnot balls (Theorem 5.3).
- domain assumption Anisotropic Sobolev embedding on nilmanifolds for kp>Q (Theorem 4.15).
- domain assumption Subelliptic coercivity for Hormander sub-Laplacians: ||f||_{W^{k,2}_X} ≤ C||(1+P)^{k/2}f||_{L^2} (Theorem 4.17).
- domain assumption Spectral theory of sub-Laplacians on compact nilmanifolds: discrete spectrum, smooth eigenfunctions, orthonormal basis, and Weyl-type law with homogeneous dimension Q.
Cite this review
Pith. "Pith review of Coarse nodal counts on sub-Riemannian manifolds." pith.science (2026). https://pith.science/paper/ENEOXBHB
@misc{pith2026260801446,
author = {Pith},
title = {Pith review of: Coarse nodal counts on sub-Riemannian manifolds},
year = {2026},
howpublished = {\url{https://pith.science/paper/ENEOXBHB}},
note = {Machine review of arXiv:2608.01446}
}
read the original abstract
We study coarse topology of nodal sets of linear combinations of eigenfunctions of sub-Laplacians. More precisely, we prove coarse versions of Courant's and B\'{e}zout's theorems for linear combinations of eigenfunctions of sub-Laplacians on compact nilmanifolds obtained as quotients of stratified groups. We conjecture the extensions of these results to general closed equiregular sub-Riemannian manifolds and outline a programme for proving them. The method we use combines topological persistence and anisotropic Sobolev theory of H\"{o}rmander vector fields, generalizing the ideas which have recently been implemented in the Riemannian case.
Figures
Reference graph
Works this paper leans on
-
[14]
L. Buhovsky, J. Payette, I. Polterovich, L. Polterovich, E. Shelukhin and V. Stojisavljevi´ c, Coarse nodal count and topological persistence. J. Eur. Math. Soc. (JEMS) 28 (2026), no. 7, 3131-3202
work page 2026
-
[52]
Schmahl,Comparison of persistent singular and ˇCech homology for locally connected filtrations
M. Schmahl,Comparison of persistent singular and ˇCech homology for locally connected filtrations. Proc. Amer. Math. Soc. 153 (2025), no. 1, 421-436
work page 2025
-
[1]
A. Agrachev, D. Barilari and U. Boscain,A comprehensive introduction to sub- Riemannian geometry. Cambridge University Press, 2019
work page 2019
-
[2]
Arnold,The topology of real algebraic curves (works of I.G
V. Arnold,The topology of real algebraic curves (works of I.G. Petrovsky and their de- velopment). Translation of Usp. Mat. Nauk 28:5, 260-262, 1973, translated by Oleg Viro
work page 1973
-
[3]
U. Bauer and M. Lesnick,Induced matchings and the algebraic stability of persistence barcodes. J. Comput. Geom. 6 (2015), no. 2, 162-191
work page 2015
- [4]
-
[5]
A. Bella ¨ ıche and J.-J. Risler (eds.),Sub-Riemannian geometry. Progress in Mathematics, vol. 144. Birkh¨ auser Verlag, Basel (1996)
work page 1996
-
[6]
P. B´ erard, P. Charron and B. Helffer,Non-boundedness of the number of super level domains of eigenfunctions. J. Anal. Math. 146 (2022), no. 1, 127-164
work page 2022
Show all 61 references
-
[7]
B´ erard and B
P. B´ erard and B. Helffer,On Courant’s nodal domain property for linear combinations of eigenfunctions. Part I. Doc. Math. 23 (2018), 1561-1585
2018
-
[8]
B´ erard and B
P. B´ erard and B. Helffer,Sturm’s theorem on zeros of linear combinations of eigenfunc- tions. Expo. Math. 38 (2020), no. 1, 27-50
2020
-
[9]
B´ erard and B
P. B´ erard and B. Helffer,Sturm’s theorem on the zeros of sums of eigenfunctions: Gelfand’s strategy implemented. Mosc. Math. J. 20 (2020), no. 1, 1-25
2020
-
[10]
B´ erard and B
P. B´ erard and B. Helffer,On Courant’s nodal domain property for linear combinations of eigenfunctions part II. Schr¨ odinger operators, spectral analysis and number theory, 47-88. Springer Proc. Math. Stat. 348 Springer, Cham, 2021. 36 IRENE SIL VESTRE-ROSELL ´O AND VUKA ˇSI...
2021
-
[11]
B´ erard and B
P. B´ erard and B. Helffer,Level sets of certain Neumann eigenfunctions under deforma- tion of Lipschitz domains application to the extended Courant property. Ann. Fac. Sci. Toulouse Math. (6) 30 (2021), no. 3, 429-462
2021
-
[12]
Bonfiglioli, E
A. Bonfiglioli, E. Lanconelli and F. Uguzzoni,Stratified Lie groups and potential theory for their sub-Laplacians. Springer Monographs in Mathematics. Springer, Berlin, 2007
2007
-
[13]
Buhovsky, A
L. Buhovsky, A. Logunov and M. Sodin,Eigenfunctions with infinitely many isolated critical points. Int. Math. Res. Not. IMRN 2020, no. 24, 10100-10113
2020
-
[15]
Buhovsky, I
L. Buhovsky, I. Polterovich, L. Polterovich, E. Shelukhin and V. Stojisavljevi´ c,Persistent transcendental B´ ezout theorems. Forum of Mathematics, Sigma, Volume 12, 2024, e72
2024
-
[16]
Chatzakou and B
M. Chatzakou and B. Helffer,Generic simplicity for self-adjoint operators under bounded potential perturbations. arXiv:2605.31368
-
[17]
Chazal, W
F. Chazal, W. Crawley-Boevey, V. de Silva,The observable structure of persistence mod- ules. Homology Homotopy Appl. 18 (2016), no. 2, 247-265
2016
-
[18]
Chazal, V
F. Chazal, V. de Silva, M. Glisse, S. Oudot,The structure and stability of persistence modules. Springer Briefs Math. Springer, 2016
2016
-
[19]
Cohen-Steiner, H
D. Cohen-Steiner, H. Edelsbrunner, J. Harer,Stability of persistence diagrams. Discrete Comput. Geom. 37 (2007), no. 1, 103-120
2007
-
[20]
Cohen-Steiner, H
D. Cohen-Steiner, H. Edelsbrunner, J. Harer and Y. Mileyko,Lipschitz functions have Lp-stable persistence, Found. Comput. Math. 10 (2010), no. 2, 127-139
2010
-
[21]
Colin de Verdi` ere, L
Y. Colin de Verdi` ere, L. Hillairet and E. Tr´ elat,Spectral asymptotics for sub-Riemannian Laplacians, arXiv:2212.02920
-
[22]
Crawley-Boevey,Decomposition of pointwise finite-dimensional persistence modules
W. Crawley-Boevey,Decomposition of pointwise finite-dimensional persistence modules. J. Algebra Appl. 14 (2015), no. 5, 1550066
2015
-
[23]
Edelsbrunner, D
H. Edelsbrunner, D. Letscher, A. Zomorodian,Topological persistence and simplification. Discrete Comput. Geom. 28 (2002), no. 4, 511-533
2002
-
[24]
Eswarathasan and C
S. Eswarathasan and C. Letrouit,Nodal sets of eigenfunctions of sub-Laplacians. Int. Math. Res. Not. IMRN 2023, no. 23, 20670-20700
2023
-
[25]
G. B. Folland and E. M. Stein,Hardy spaces on homogeneous groups. Mathematical Notes,
-
[26]
R. L. Frank and B. Helffer,On Courant and Pleijel theorems for sub-Riemannian Lapla- cians. Pseudo-differential operators and related topics, 9-23. Trends Math. Res. Perspect. Ghent Anal. PDE Cent. 8 Birkh¨ auser/Springer, Cham, 2025
2025
-
[27]
R. L. Frank and B. Helffer,On Courant and Pleijel theorems for sub-Riemannian Lapla- cians. J. ´Ec. polytech. Math. 12 (2025), 1083–1160
2025
-
[28]
Princeton University Press, Princeton, NJ; University of Tokyo Press, Tokyo, 1982
1982
-
[29]
R. L. Frank and B. Helffer,Pleijel’s theorem for a class of degenerate elliptic operators. arXiv:2606.04951
-
[30]
Ginot,Un aper¸ cu des modules de persistance et de leurs applications
G. Ginot,Un aper¸ cu des modules de persistance et de leurs applications. S´ eminaire Bour- baki, Vol. 2023/2024, expos´ es 1211-1226, Ast´ erisque No. 454 (2024), Exp. No. 1225, 607–641
2023
-
[31]
G. M. L. Gladwell and H. Zhu,The Courant-Herrmann conjecture. Z. Angew. Math. Mech. 83 (2003), no. 4, 275-281
2003
-
[32]
G´ omez-Serrano, R
J. G´ omez-Serrano, R. Koirala and A. Logunov,Nested nodal loops of biharmonic func- tions. arXiv:2605.18699
-
[33]
H¨ ormander,Hypoelliptic second order differential equations
L. H¨ ormander,Hypoelliptic second order differential equations. Acta Math. 119 (1967), 147-171
1967
-
[34]
Koirala,Nested nodal loops for sums of Laplace eigenfunctions
R. Koirala,Nested nodal loops for sums of Laplace eigenfunctions. arXiv:2605.18705
-
[35]
A. S. Kronrod,On functions of two variables, (in Russian), Uspekhi Matem. Nauk (N.S.) 35 (1950), 24-134
1950
-
[36]
Laurent and M
C. Laurent and M. L´ eautaud,Tunneling estimates and approximate controllability for hypoelliptic equations. Mem. Amer. Math. Soc. 276 (2022), no. 1357
2022
-
[37]
Le Donne,Metric Lie groups—Carnot-Carath´ eodory spaces from the homogeneous viewpoint
E. Le Donne,Metric Lie groups—Carnot-Carath´ eodory spaces from the homogeneous viewpoint. Grad. Texts in Math. 306, Springer, Cham, 2025
2025
-
[38]
Levitin, D
M. Levitin, D. Mangoubi, I. Polterovich,Topics in spectral geometry. Grad. Stud. Math. 237, American Mathematical Society, Providence, RI, 2023. COARSE NODAL COUNTS ON SUB-RIEMANNIAN MANIFOLDS 37
2023
-
[39]
Lu and R
G. Lu and R. L. Wheeden,High order representation formulas and embedding theorems on stratified groups and generalizations. Studia Math. 142 (2000), no. 2, 101-133
2000
-
[40]
Lu and R
G. Lu and R. L. Wheeden,Simultaneous representation and approximation formulas and high-order Sobolev embedding theorems on stratified groups. Constr. Approx. 20 (2004), no. 4, 647-668
2004
-
[41]
M´ etivier,Fonction spectrale et valeurs propres d’une classe d’op´ erateurs non ellip- tiques
G. M´ etivier,Fonction spectrale et valeurs propres d’une classe d’op´ erateurs non ellip- tiques. Comm. Partial Differential Equations 1 (1976), no. 5, 467-519
1976
-
[42]
Montgomery,A Tour of Subriemannian Geometries, Their Geodesics and Applica- tions
R. Montgomery,A Tour of Subriemannian Geometries, Their Geodesics and Applica- tions. Mathematical Surveys and Monographs 91, American Mathematical Society, Prov- idence, RI, 2002
2002
-
[43]
Oudot,Persistence theory: from quiver representations to data analysis
S. Oudot,Persistence theory: from quiver representations to data analysis. Math. Surveys Monogr. 209 American Mathematical Society, Providence, RI, 2015
2015
-
[44]
Perez,OnC 0-persistent homology and trees
D. Perez,OnC 0-persistent homology and trees. arXiv:2012.02634
2012 arXiv
-
[45]
Polterovich, L
I. Polterovich, L. Polterovich and V. Stojisavljevi´ c,Persistence barcodes and Laplace eigenfunctions on surfaces. Geom. Dedicata 201 (2019), 111-138
2019
-
[46]
Polterovich, D
L. Polterovich, D. Rosen, K. Samvelyan, J. Zhang,Topological persistence in geometry and analysis. Univ. Lecture Ser. 74 American Mathematical Society, Providence, RI, 2020
2020
-
[47]
Polterovich and M
L. Polterovich and M. Sodin,Nodal inequalities on surfaces, Math. Proc. Cambridge Philos. Soc. 143 (2007), no. 2, 459-467
2007
-
[48]
M. S. Raghunathan,Discrete subgroups of Lie groups. Springer-Verlag, New York- Heidelberg, 1972
1972
-
[49]
D. W. Robinson,Elliptic Operators and Lie Groups. Oxford Math. Monogr. Oxford Sci. Publ. The Clarendon Press, Oxford University Press, New York, 1991
1991
-
[50]
L. P. Rothschild and E. M. Stein,Hypoelliptic differential operators and nilpotent groups. Acta Math. 137 (1976), no. 3-4, 247-320
1976
-
[51]
Schmahl,Structure of semi-continuousq-tame persistence modules
M. Schmahl,Structure of semi-continuousq-tame persistence modules. Homology Homo- topy Appl. 24 (2022), no. 1, 117-128
2022
-
[53]
Silvestre-Rosell´ o,Weak and Coarse Courant’s theorems for perturbed sub-Laplacians
I. Silvestre-Rosell´ o,Weak and Coarse Courant’s theorems for perturbed sub-Laplacians. PhD thesis, Universit´ e de Montr´ eal, 2026
2026
-
[54]
Stojisavljevi´ c,Persistence modules in geometry and dynamics
V. Stojisavljevi´ c,Persistence modules in geometry and dynamics. PhD thesis, Tel Aviv University, 2020
2020
-
[55]
Stojisavljevi´ c,Harmonic functions with highly intersecting zero sets
V. Stojisavljevi´ c,Harmonic functions with highly intersecting zero sets. To appear in Proceedings of the American Mathematical Society
-
[56]
Street,Multi-parameter singular integrals
B. Street,Multi-parameter singular integrals. Ann. of Math. Stud. 189, Princeton Uni- versity Press, Princeton, NJ, 2014
2014
-
[57]
N. Th. Varopoulos, L. Saloff-Coste, T. Coulhon,Analysis and geometry on groups. Cam- bridge Tracts in Math. 100, Cambridge University Press, Cambridge, 1992
1992
-
[58]
O. Y. Viro,Construction of multicomponent real algebraic surfaces. Dokl. Akad. Nauk SSSR 248 (1979), no. 2, 279-282
1979
-
[59]
Vitushkin,On higher-dimensional variations
A.G. Vitushkin,On higher-dimensional variations. Moscow, 1955
1955
-
[60]
Yomdin,Global bounds for the Betti numbers of regular fibers of differentiable map- pings, Topology 24 (1985), 145-152
Y. Yomdin,Global bounds for the Betti numbers of regular fibers of differentiable map- pings, Topology 24 (1985), 145-152
1985
-
[61]
Zomorodian and G
A. Zomorodian and G. Carlsson,Computing persistent homology. Discrete Comput. Geom. 33 (2005), no. 2, 249-274. D´epartement de math´ematiques et de statistique, Universit ´e de Montr ´eal, CP 6128 succ Centre-Ville, Montr ´eal, QC H3C 3J7, Canada. Email address:irene.silvestre...
2005
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