REVIEW 4 major objections 6 minor 47 references
Nodal sets and continuity of eigenfunctions of Krein-Feller operators on Riemannian manifolds
T0 review · 4 major / 6 minor · reviewed 2026-08-11 · deepseek-v4-flash
Pith's one-line read The paper establishes a Courant nodal domain theorem for Krein-Feller operators on bounded domains of Riemannian manifolds, conditional on continuity of eigenfunctions, and proves that continuity on smooth bounded domains and on compact…
desk verdict The nodal theorem's proof rests on a false Euclidean identification in normal coordinates and the Green operator sign flips between sections; the paper is salvageable but not ready as written. 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 central objects are the Krein-Feller operator -Δ_μ, defined as the self-adjoint operator associated with the Dirichlet form E(u,v)=∫_Ω⟨∇u,∇v⟩dν on L2(Ω,μ), and its Green operator G_μf(x)=∫_Ω G_y(x)f(y)dμ(y), built from the Dirichlet Green function of the Laplace-Beltrami operator. The nodal theorem is carried by the maximum principle for μ-subharmonic functions, meaning functions u with Δ_μu≥0 μ-a.e.: a nonconstant continuous such function cannot attain its maximum inside Ω. The paper proves this by pulling the function back through normal coordinate charts and invoking the Euclidean maximum principle. The continuity theorems are carried by the identity (-Δ_μ)^{-1}=G_μ+h_μ, where h_μ is a harmonic correction term, together with estimates showing that G_μ maps the domain of -Δ_μ into bounded continuous functions.
What would settle it
Check the maximum-principle transfer on a geodesic ball: exhibit a nonconstant continuous function u with Δ_μu≥0 μ-a.e. that attains its maximum at an interior point of a small geodesic ball in a smooth Riemannian manifold; that would falsify Theorem 3.3 and with it the nodal bound. Alternatively, on a domain where eigenfunctions are known to be continuous, compute the nodal domains of a λ_2-eigenfunction for a measure μ with dim∞(μ)>d-2; finding more than two nodal domains would falsify Theorem 2.1.
Extended reading notes
Core claim
The central claim is that the Krein-Feller operator -Δ_μ on a bounded domain Ω of a smooth complete Riemannian manifold inherits the Courant nodal bound from the Laplace-Beltrami operator: for each n, a λ_n-eigenfunction that is continuous has at most n nodal domains, or n+1 when ∂Ω=∅. The supporting discovery is that, for d≥2, such eigenfunctions are genuinely continuous whenever the domain has smooth boundary and a Green's function, with both dim∞(μ)>d-2 and the analogous condition for the volume measure, or when the manifold is compact, connected, and closed. The proofs run through a maximum principle for μ-subharmonic functions, obtained by transferring the Euclidean argument through normal coordinate charts, and through an inverse formula expressing -$Δ_μ^{{-1}}$ as the Green operator G_μ plus a harmonic correction.
Load-bearing premise
The whole nodal bound leans on a single transfer step: the maximum principle for μ-subharmonic functions, proved in Euclidean space, still works when pulled back to small curved coordinate patches on the manifold. The paper sketches that step rather than writing out every detail; if the transfer has a hidden gap, the Courant bound falls even if the continuity theorems stand.
Editorial extensions
If this is right
- On a bounded smooth domain with a Green's function, Theorems 2.1 and 2.2 combine: eigenfunctions are continuous, so the Courant nodal bound applies unconditionally to them.
- On a compact connected closed manifold, the same combination controls nodal domains of all nonconstant eigenfunctions, with constants playing the role of the λ_0 eigenfunction.
- Continuity of eigenfunctions makes it possible to ask manifold versions of nodal-line questions, such as second-eigenfunction nodal geometry and measure-valued analogues of Yau's nodal measure conjecture, for Krein-Feller operators.
- The dimension condition dim∞(μ)>d-2 identifies a natural class of measures for which the Krein-Feller spectrum is discrete and eigenfunctions have pointwise meaning.
- On conformal Riemann surfaces, eigenfunctions of the pushed-forward measure are eigenfunctions on the original surface, giving concrete continuous eigenfunction examples such as a bounded domain in the sphere.
Reading between the lines
- If the chart-patching step in the maximum principle can be made fully explicit and the Euclidean maximum principle holds under the measure Poincaré inequality alone, the nodal bound should extend to arbitrary bounded domains without smoothness, since only compactness and continuity of eigenfunctions are used.
- The threshold d-2 appears both in the existence of the operator and in the Green-operator bounds, suggesting that the condition is not merely technical and that examples at exactly dim∞=d-2 may be sharp.
- The inverse identity (-Δ_μ)^{-1}=G_μ+h_μ suggests a transfer principle: any regularity theorem proved for the Green potential with respect to μ, such as Hölder continuity under stronger dimension assumptions, would automatically hold for eigenfunctions.
- The conformal-surface section points to a broader route: on conformally flat surfaces, Krein-Feller eigenfunctions can be pulled back from the plane, so planar examples and counterexamples transfer directly to manifolds.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper studies Krein-Feller operators Δ_μ on bounded domains of complete Riemannian manifolds and on compact closed manifolds, where μ is a positive finite Borel measure satisfying dim∞(μ) > d−2. It claims a Courant nodal domain theorem (Theorem 2.1) under an assumption that eigenfunctions are continuous, and two theorems (Theorems 2.2 and 2.3) establishing continuity of eigenfunctions on bounded domains and on compact closed manifolds, respectively. The proofs are built on a maximum principle for μ-subharmonic functions, a Green-operator representation of the inverse of −Δ_μ, and small-ball estimates for the Green function. The paper also contains an additional result on conformal Riemann surfaces (Theorem 8.2) with an example.
Significance. If correct, the main results would be the first Courant nodal bound and eigenfunction regularity statements for Krein-Feller operators on Riemannian manifolds, extending the Euclidean results of [40]. The continuity theorems are natural and potentially useful for nodal set analysis and for generalizing Yau-type conjectures to measure-valued Laplacians. The paper includes a concrete example of a continuous eigenfunction on a domain of the sphere. However, the current manuscript has serious gaps: the maximum principle is not proved as written due to an invalid coordinate change, and the Green-operator sections contain systematic sign errors. These issues affect the proofs of Theorems 2.1–2.3, though they appear to be repairable with additional work.
major comments (4)
- [Theorem 3.3, equation (3.6)] The proof of Theorem 3.3 is not valid as written. Equation (3.6) replaces the manifold integral ∫_{U0} uΔv dν by the Euclidean integral ∫_{φ(U0)} (u∘φ^{-1}) Δ(v∘φ^{-1}) dx, but in geodesic normal coordinates the Laplace–Beltrami operator is Δ_g v = g^{ij}∂_i∂_j v + (∂_i(√g g^{ij})/√g)∂_j v and the volume form is √g dx, not the Euclidean Laplacian and Lebesgue measure. These differ by generically nonzero terms on any curved manifold, so Lemma 3.2, which applies only to the Euclidean operator with Lebesgue measure, cannot be invoked. In addition, (3.6) has a sign error: combining (2.6) with the identity ∫⟨∇u,∇v⟩dν = −∫uΔv dν gives ∫uΔv dν = −∫f v dµ, not +. Since Theorem 2.1 relies on Theorem 3.3 to show that the first eigenfunction has constant sign and to count nodal domains, the nodal bound is not established as presented.
- [Sections 5 and 7, Propositions 5.6, 5.11, 7.3, 7.12] There is a persistent sign inconsistency in the Green operator argument. In Proposition 5.6 the authors state that G_μ f solves Δu = f μ, and in (5.11) they compute ∫(G_μ f)Δξ dν = ∫ξ f dμ. However, using their own Green function equation (5.5), −ΔG_y = δ_y, the correct integration by parts gives ∫G_y Δξ dν = −ξ(y), hence G_μ f solves Δu = −f μ, not +f μ. The same error appears in (7.12) of Section 7. Consequently the statements of Propositions 5.6 and 7.3, and the derivation of Theorems 5.9 and 7.4, are not correct as written. The final inverse statements may be salvageable after flipping signs in the intermediate equations, but as it stands the proofs of Theorems 2.2 and 2.3 rest on an inconsistent sign convention. Moreover, in the proof of Theorem 2.3 the eigenvalue equation is written as Δ_μ f = λf, whereas in Section 2 eigenfunctions are defined by −Δ_μ u = λu; this needs reconciliation.
- [Proposition 6.6, Step 1, equations (6.14)–(6.15)] The uniform small-ball estimates (6.14) and (6.15) are asserted without proof. Condition (5.6) only bounds the full integral ∫Ω G_y(x)dμ(y) uniformly in x; it does not by itself imply that the integral over a small ball B_r(z) tends to zero uniformly in x. For the d ≥ 3 case, such a bound can be derived from the α-regularity of μ and the pointwise singularity of the Green function, but the derivation is not given. For d = 2, a similar uniform estimate for the squared Green function is needed. Since these estimates are the core of the continuity proof in Proposition 6.6, Theorems 2.2 and 2.3 depend on this missing step. The authors should provide the details or a precise reference.
- [Section 8, Theorem 8.2] Theorem 8.2 invokes [22, Theorem 1] to assert that the Green function pulls back by G^Z_y(x) = G^U_{φ(y)}(φ(x)) under a conformal map between Riemann surfaces. This identity is not generally true for the Laplace–Beltrami operator on a Riemannian surface: a conformal map changes the metric by a conformal factor, and the Green function transforms with additional terms involving the conformal factor. The cited reference is a paper on the method of images for spherical domains and does not establish the general statement needed here. Thus the proof of Theorem 8.2 and the subsequent Example 8.1 are not justified as written. Since this section is not used in the proofs of Theorems 2.1–2.3, this is a separate gap rather than a load-bearing one, but it still affects a stated result.
minor comments (6)
- [Throughout] There are numerous typos, including “Scetion” in Section 2, “manidolds” in the references, “Basis on Theorem 8.2” instead of “Based on Theorem 8.2”, and inconsistent notation such as “∆ μ” and “Δ_μ”. A careful copyedit is needed.
- [Proposition 5.5, proof] The sentence “By Proposition 5.4, condition (5.6) holds for ν” should refer to μ, not ν. Also, in the inequality the exponent in ∥G_μ f∥_{L^p(Ω)} is written for the Lebesgue measure dν, but the right-hand side is measured with respect to dμ; the distinction should be stated explicitly.
- [Proof of Proposition 4.1(b)] The last sentence says “Part (a) now follows by using [38, Theorem 2.2]” but the proof is in part (b); this is a typo.
- [Lemma 6.3 and Proposition 6.4] The notation G_μ f^2 is ambiguous; it should be written as G_μ(f^2) to avoid confusion with (G_μ f)^2. The same applies to similar expressions elsewhere (e.g., in the proof of Proposition 6.4).
- [Theorem 2.2, hypotheses] The assumption dim∞(ν) > d−2 is automatically satisfied for the Riemannian volume measure on a smooth d-manifold (dim∞(ν) ≥ d by the Bishop–Gromov comparison). This hypothesis can be removed or justified in the text rather than left as an unexplained condition.
- [Definition 3.1] The definition of μ-subharmonic functions would be clearer if it explicitly stated that Δ_μ u is a function in L^2(Ω,μ) and that the inequality is understood pointwise μ-a.e. on Ω.
Circularity Check
No circularity found: the nodal and continuity theorems are not assumed as inputs, and the cited same-author results are independent prior theorems rather than restatements of the present conclusions.
full rationale
The derivation chain does not reduce any claim to its own input. Theorem 2.1 is proved from a maximum principle (Theorem 3.3) plus Rayleigh-quotient and orthogonality arguments; Theorem 3.3 is stated and proved in the paper, not taken as the conclusion of Theorem 2.1. Theorems 2.2 and 2.3 are obtained by constructing the Green operator G_mu, proving G_mu + h_mu = -Delta_mu^{-1} (Theorem 5.9 / Theorem 7.4), and then deriving the eigenfunction identity u = lambda(G_mu u + h_mu u); this is a standard invertibility equivalence, not a definitional collapse. The manuscript does rely heavily on prior work of the same research group ([24], [38], [40]) for the Euclidean maximum principle, spectral framework, and Green-operator estimates; those citations are load-bearing but are parameter-free results with assumptions that do not include the manifold nodal bound or continuity conclusions of this paper, so they are independent support under the review rules. The questionable change of variables in Eq. (3.6), where d-nu is replaced by dx and Delta_g by the Euclidean Laplacian in normal coordinates, is a potential correctness defect in the proof of Theorem 3.3, not a circular identification: the paper nowhere defines the Riemannian volume or Laplace-Beltrami operator to equal their Euclidean counterparts. Accordingly, no specific circular step can be exhibited, and the appropriate finding is no significant circularity.
Assumptions & free parameters
assumptions (5)
- domain assumption dim_infinity(mu) > d-2 implies the measure Poincare inequality (MPI) and well-definedness of -Delta_mu
- domain assumption Normal-coordinate chart construction from [38] covers Omega by half-size geodesic balls with charts and pushed-apart images
- domain assumption Dirichlet Green's function on smooth bounded domains has Euclidean-type singularity bounds, positivity, symmetry, and boundary continuity
- domain assumption alpha-regularity of mu for some alpha > d-2 follows from dim_infinity(mu) > d-2
- standard math Weyl's lemma, harmonic function theory, and spectral theorem for compact self-adjoint operators
Cite this review
Pith. "Pith review of Nodal sets and continuity of eigenfunctions of Krein-Feller operators on Riemannian manifolds." pith.science (2026). https://pith.science/paper/QESVUS2C
@misc{pith2026241210007,
author = {Pith},
title = {Pith review of: Nodal sets and continuity of eigenfunctions of Krein-Feller operators on Riemannian manifolds},
year = {2026},
howpublished = {\url{https://pith.science/paper/QESVUS2C}},
note = {Machine review of arXiv:2412.10007}
}
abstract
Let $d\geq1$, $\Omega$ be a bounded domain of a smooth complete Riemannian d-manifold M, and $\mu$ be a positive finite Borel measure with compact support in $\overline{\Omega}$. We prove the Courant nodal domain theorem for the eigenfunctions of Kre\u{i}n-Feller operator $\Delta_{\mu}$ under the assumption that such eigenfunctions are continuous on $\overline{\Omega}$. For $d\geq2$, We prove that on a bounded domain $\Omega\subset M$ with smooth boundary and on which the Green's function of the Laplace-Beltrami operator exists, the eigenfunctions of $\Delta_{\mu}$ are continuous on $\Omega$. We also prove that if M is compact and $\partial M=\emptyset$, then the eigenfuctions of $\Delta_{\mu}$ are continuous on M.
Figures
Reference graph
Works this paper leans on
-
[38]
S.-M. Ngai and L. Ouyang, Kre ˘ ın-Feller operators on Riemannian manifold and a compact embed- ding theorem, arXiv:2301.06438 (2023)
-
[40]
Nodal sets and continuity of eigenfunctions of Kre\u{\i}-Feller operators
S.-M. Ngai, M.-K. Zhang and W.-Q. Zhao, Nodal sets and continuity of eigenfunctions of Kre ˘ ın- Feller operators, arXiv:2411.14173 (2024)
work page Pith review arXiv 2024
-
[1]
M. Anderson, On the topology of complete manifolds of non-negative Ricci curvature, Topology 91 (1990), 41–55
work page 1990
-
[2]
Aubin, Nonlinear analysis on manifolds
T. Aubin, Nonlinear analysis on manifolds. Monge-Amp` ere equations, Grundlehren Math. Wiss., vol. 252, Springer-Verlag, New York, 1982
work page 1982
-
[3]
G. Alessandrini, Nodal lines of eigenfunctions of fixed membrane problem in general convex do- mains, Comment. Math. Helv. 69 (1994), 142–154
work page 1994
-
[4]
Alessandrini, On Courant’s nodal domain theorem, Forum Math
G. Alessandrini, On Courant’s nodal domain theorem, Forum Math. 10 (1998), 521–532
work page 1998
-
[5]
B¨ ar, On nodal sets for Dirac and Laplace operators, Comm
C. B¨ ar, On nodal sets for Dirac and Laplace operators, Comm. Math. Phys. 188 (1997), 709–721
work page 1997
-
[6]
T. Bartsch, Z. Liu and T. Weth, Sign changing solutions of superlinear Schr¨ odinger equations, Comm. Partial Differential Equations 29 (2004), 25–42
work page 2004
Show all 47 references
-
[7]
R. L. Bishop and R. J. Crittenden, Geometry of manifolds , Academic Press, New York, 1964
1964
-
[8]
Chavel, Eigenvalues in Riemannian geometry , Pure Appl
I. Chavel, Eigenvalues in Riemannian geometry , Pure Appl. Math., vol. 115, Academic Press, Inc., Oriando, FL, 1984
1984
-
[9]
S. Y. Cheng, Eigenfunctions and nodal sets, Comment. Math. Helv. 51 (1976), 43–55
1976
-
[10]
Courant and D
R. Courant and D. Hilbert, Methods of Mathematical Physics , vol. I, Interscience Publishers, Inc., New York, 1953. 32 S.-M. NGAI AND W.-Q. ZHAO
1953
-
[11]
E. B. Davies, Spectral Theory and Differential Operators , Cambridge Stud. Adv. Math., vol. 42, Cambridge Univ. Press, Cambridge, 1995
1995
-
[12]
E. B. Davies, G. M. L. Gladwell, J. Leydold and P. F. Stadler, Discrete nodal domain theorems, Linear Algebra Appl. 336 (2001), 51–60
2001
-
[13]
Deng and S.-M
D.-W. Deng and S.-M. Ngai, Estimates for sums and gaps of eigenvalues of Laplacians on measure spaces, Proc. Roy. Soc. Edinburgh Sect. A. 151 (2021), 842–861
2021
-
[14]
Donnelly and C
H. Donnelly and C. Fefferman, Nodal sets of eigenfunctions on Riemannian manbifolds, Invent. Math. 93 (1988), 161–183
1988
-
[15]
Donnelly and C
H. Donnelly and C. Fefferman, Nodal sets of eigenfunctions: Riemannian manbifolds with boundary, Academic Press, Inc., Boston, MA , (1990), 251–262
1990
-
[16]
L. C. Evans, Partial Differential Equations , vol. 19, Grad. Stud. Math., American Mathematical Society, Providence, RI, 2010
2010
-
[17]
Feller, Generalized second order differential operators and their lateral conditions, Illinois J
W. Feller, Generalized second order differential operators and their lateral conditions, Illinois J. Math. 1 (1957), 459–504
1957
-
[18]
Freitag, Complex analysis
E. Freitag, Complex analysis. 2 , Universitext, Springer, Heidelberg, 2011
2011
-
[19]
G. M. L. Gladwell and H. Zhu, Courant’s nodal line theorem and its discrete counterparts, Quart. J. Mech. Appl. Math. 55 (2002), 1–15
2002
-
[20]
Grigor’yan, Analytic and geometric background of recurrence and non-explosion of Brownian motion on Riemannian manifolds, Bull
A. Grigor’yan, Analytic and geometric background of recurrence and non-explosion of Brownian motion on Riemannian manifolds, Bull. Amer. Math. Soc.(N.S.) 36 (1999), 135–249
1999
-
[21]
Grigor’yan, Heat kernel and analysis on manifolds , AMS/IP Stud
A. Grigor’yan, Heat kernel and analysis on manifolds , AMS/IP Stud. Adv. Math., Vol. 47, Amer- ican Mathematical Society, Providence, RI; International Press, Boston, MA, 2009
2009
-
[22]
Gutkin and P
E. Gutkin and P. K. Newton, The method of images and Green’s function for spherical domains, J. Phys. A 37 (2004), 11989–12003
2004
-
[23]
Hebey, Sobolev spaces on Riemannian manidolds , Springer-Verlag, Berlin, 1996
E. Hebey, Sobolev spaces on Riemannian manidolds , Springer-Verlag, Berlin, 1996
1996
-
[24]
Hu, K.-S
J. Hu, K.-S. Lau and S.-M. Ngai, Laplace operators related to self-similar measures on Rd, J. Funct. Anal. 239 (2006), 542–565
2006
-
[25]
Jost, Riemannian geometry and geometric analysis , Universitext, Springer Cham, 2017
J. Jost, Riemannian geometry and geometric analysis , Universitext, Springer Cham, 2017
2017
-
[26]
Kesseb¨ ohmer and A
M. Kesseb¨ ohmer and A. Niemann, Spectral dimensions of Kre ˘ ın-Feller operators and Lq-specta, Adv. Math. 399 (2022), 108253
2022
-
[27]
Kesseb¨ ohmer and A
M. Kesseb¨ ohmer and A. Niemann, Spectral dimensions of Kre ˘ ın-Feller operators in higher dimen- sions, arXiv: 2202.05247 (2022)
2022 arXiv
-
[28]
M. G. Kre ˘ ın, On a generalization of investigations of Stieltjes, Doklady Akad. Nauk SSSR(N.S.) 87 (1952), 881–884
1952
-
[29]
Kreyszig, Introductory functional analysis with applications , John Wiley & Sons, New York- London-Sydney, 1978
E. Kreyszig, Introductory functional analysis with applications , John Wiley & Sons, New York- London-Sydney, 1978
1978
-
[30]
J. M. Lee, Introduction to smooth manifolds , Grad. Texts in Math., vol. 218, Springer, New York, 2013
2013
-
[31]
Li and L.-F
P. Li and L.-F. Tam, Symmetric Green’s functions on complete manifolds, Amer. J. Math. 109 (1987), 1129–1154
1987
-
[32]
Lin, On the second eigenfunctions of the Laplacian in R2, Comm
C.-S. Lin, On the second eigenfunctions of the Laplacian in R2, Comm. Math. Phys. 111 (1987), 161–166
1987
-
[33]
Littman, G
W. Littman, G. Stampacchia and H. F. Weinberger, Regular points for elliptic equations with discontinuous coefficients, Ann. Scuola Norm. Sup. Pisa Cl. Sci. 17 (1963), 43–77
1963
-
[34]
Logunov, Nodal sets of Laplace eigenfunctions: polynomial upper estimates of the Hausdorff measure, Ann
A. Logunov, Nodal sets of Laplace eigenfunctions: polynomial upper estimates of the Hausdorff measure, Ann. of Math.(2) 187 (2018) 221ˇ sC239. NODAL SETS AND CONTINUITY OF EIGENFUNCTIONS ON RIEMANNIAN MANIFOLDS 33
2018
-
[35]
Logunov, Nodal sets of Laplace eigenfunctions: proof of Nadirashvili’s conjecture and of the lower bound in Yau’s conjecture, Ann
A. Logunov, Nodal sets of Laplace eigenfunctions: proof of Nadirashvili’s conjecture and of the lower bound in Yau’s conjecture, Ann. of Math.(2) 187 (2018) 241ˇ sC262
2018
-
[36]
Logunov and E
A. Logunov and E. Malinnikova, Nodal sets of Laplace eigenfunctions: estimates of the Hausdorff measure in dimensions two and three, Oper. Theory Adv. Appl. 261 (2018) 2391ˇ sC2411
2018
-
[37]
J. R. Munkres, Topology, Prentice Hall, Inc., Upper Saddle River, NJ, 2000
2000
-
[39]
Ngai and L
S.-M. Ngai and L. Ouyang, Differential equations defined by Kre ˘ ın-Feller operators on Riemannian manifolds, arXiv:2408.04858 (2024)
2024 arXiv
-
[41]
Petersen, Riemannian Geometry, Grad
P. Petersen, Riemannian Geometry, Grad. Texts in Math., vol. 171, Springer, New York, 2006
2006
-
[42]
A. C. Ponce, Elliptic PDEs, measures and capacities. From the Poisson equation to nolinear Thomas-Fermi problems , EMS Tracts Math., vol. 23, European Mathematical Society (EMS), Z¨ urich, 2006
2006
-
[43]
Schoen and S.-T
R. Schoen and S.-T. Yau, Lectures on differential geometry , Conf. Proc. Lecture Notes Geom. Topology, International Press, Cambridge, MA, 1994
1994
-
[44]
R. S. Strichartz, Self-similar measures and their Fourier transforms III, Indiana Univ. Math. J. 42 (1993), 367–411
1993
-
[45]
S. T. Yau, Some function-theoretic properties of complete Riemannian manifold and their applica- tions to geometry, Indiana Univ. Math. J. 25 (1976), 659–670
1976
-
[46]
S. T. Yau, Problem section, Ann. of Math. Stud., vol. 102, Princeton University Press, Princeton, NJ., 1982
1982
-
[47]
Weyl, The method of orthogonal projection in potential theory,Duke Math
H. Weyl, The method of orthogonal projection in potential theory,Duke Math. J. 7 (1940), 411–444. Beijing Institute of Mathematical Science and Applications Key Laboratory of High Per- formance Computing and Stochastic Information Processing (HPCSIP) (Ministry of Educa- tion o...
1940
Reviewed August 11, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.