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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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12.5%25.0%37.5%50.0% · May 199319922001200920182026
48 results for eigenvalue analogy

Eigenvalue analogy explains item-based recommender system accuracy.

problem Lack of theoretical explanation for item-based recommender system success.
method Formalized as an eigenvalue problem, estimating ratings as true ratings multiplied by user-specific eigenvalues.
result Eigenvalue magnitude correlates with user's recommendation accuracy and can measure confidence.

Two Riemannian manifolds are called eigenvalue equivalent when their sets of eigenvalues of the Laplace-Beltrami operator are equal (ignoring multiplicities). They are (primitive) length equivalent when the sets of lengths of their (primitive) closed geodesics are equal. We give a general construction of eigenvalue equ…

2006-06-14abs ↗pdf ↗

Study small eigenvalues of Toeplitz operators and their relation to Mabuchi geodesics.

problem Analyzing small eigenvalues of Toeplitz operators on complex projective manifolds.
method Proving the existence of exponentially decaying eigenvalues for Toeplitz operators with specific symbols, and establishing a connection to Mabuchi geodesics.
result Logarithmic distribution of small eigenvalues correlates with Mabuchi geodesics between polarizations.

The study sets lower bounds for eigenvalue sums of Laplacian on bounded domains and spheres.

problem Establishing lower bounds for eigenvalue sums of the Laplacian.
method Extending known results on eigenvalues of Laplacian for bounded domains, spheres, and surfaces.
result Improved lower bounds for eigenvalue sums, connecting to conjectures and extending known results.

Sharp Steklov eigenvalue estimates for differential forms on manifolds.

problem Estimating the first positive eigenvalue of the Steklov eigenvalue problem for differential forms.
method Established a weighted Reilly formula for differential forms and applied it to geometric conditions.
result Sharp lower bound for the first positive eigenvalue of the Steklov eigenvalue problem on differential forms.

The paper examines the rigidity of eigenvalues in shrinking Ricci solitons.

problem Rigidity of eigenvalues in shrinking Ricci solitons.
method Analysis of the drifted Laplacian on shrinking Ricci solitons, showing eigenvalue bounds and rigidity results.
result If the nextthn^ ext{th} eigenvalue is close to a lower bound, the nn-soliton must be the trivial Gaussian soliton.

Paper derives second variation formula for eigenvalue functionals on surfaces.

problem Determine if a critical metric is a local maximizer for eigenvalue functionals.
method Derive second variation formula for critical metrics and apply to specific cases.
result Flat metric on non-rhombic torus cannot be a conformal maximizer for first eigenvalue.

We investigate various structures associated with the hyperbolic Markov and homological spectra of a pseudoAnosov map φφ on a surface. Each unstable eigenvalue of the action of φφ on first cohomolgy yields an eigen-cocycle that is transverse and holonomy invariant to the stable foliation Fs\mathcal{F}^s of φφ. Each …

2010-09-15abs ↗pdf ↗

We generalise a theorem of Engman and Abreu--Freitas on the first invariant eigenvalue of non-negatively curved S1S^{1}-invariant metrics on CP1\mathbb{CP}^{1} to general toric Kähler metrics with non-negative scalar curvature. In particular, a simple upper bound of the first non-zero invariant eigenvalue for such metri…

2015-05-05abs ↗pdf ↗

Investigates financial portfolios using quantum system analogies and clustering properties.

problem Understanding the behavior and clustering of correlated financial assets.
method Analogy with quantum systems, development of eigenportfolios, and use of metrics for participation matrix.
result Shows localized states in the correlation matrix of digital currencies, indicating clustering behavior.

We discuss asymptotic behavior of the eigenvalue distribution of the differential form Laplacian on a Riemannian foliated manifold when the metric on the ambient manifold is blown up in directions normal to the leaves (in the adiabatic limit). Motivated by analogies with semiclassical spectral asymptotics, we use ideas…

2010-06-25abs ↗pdf ↗

Study on metrics maximizing eigenvalues of Paneitz operator on 4-manifolds.

problem Investigating metrics maximizing eigenvalues of Paneitz operator.
method Critical points of eigenvalues of Paneitz operator on Riemannian metrics with fixed volume.
result Critical metrics associated with extrinsic conformal-harmonic maps into round spheres.

Our main result is that if a generic convex domain in Rn\R^n collapses to a domain in Rn1\R^{n-1}, then the difference between the first two Dirichlet eigenvalues of the Euclidean Laplacian, known as the fundamental gap, diverges. The boundary of the domain need not be smooth, merely Lipschitz continuous. To motivate th…

2008-10-27abs ↗pdf ↗

The paper bounds eigenvalues and integrals of eigenfunctions on hyperbolic manifolds.

problem Eigenvalues and integrals of eigenfunctions on compact hyperbolic manifolds.
method Spectral decompositions and consistency conditions derived from quadruple overlap integrals.
result Upper bounds on Laplacian eigenvalues and triple overlap integrals.

In this note, we investigate upper bounds of the Neumann eigenvalue problem for the Laplacian of a bounded domain (with smooth boundary) in a given complete (not compact a priori) Riemannian manifold with Ricci bounded below . For this, we use test functions for the Rayleigh quotient subordinated to a family of open se…

2008-02-20abs ↗pdf ↗

We compare correlations and coherent structures in nuclei and financial markets. In the nuclear physics part we review giant resonances which can be interpreted as a coherent structure embedded in chaos. With similar methods we investigate the financial empirical correlation matrix of the DAX and Dow Jones. We will sho…

2009-10-22abs ↗pdf ↗

The paper reformulates Bakry-Émery curvature on graphs using eigenvalues.

problem Analyzing curvature on weighted graphs.
method Reformulating curvature as the smallest eigenvalue of a rank one perturbation of the curvature matrix.
result The curvature function is analytic, strictly monotone increasing, and concave until a threshold, after which it is constant.

We prove the Hijazi inequality, an estimate for Dirac eigenvalues, for complete manifolds of finite volume. Under some additional assumptions on the dimension and the scalar curvature, this inequality is also valid for elements of the essential spectrum. This allows to prove the conformal version of the Hijazi inequali…

2008-04-24abs ↗pdf ↗

We prove that, given any knot γγ in a compact 3-manifold M, there exists a Riemannian metric on M such that there is a complex-valued eigenfunction u of the Laplacian, corresponding to the first nontrivial eigenvalue, whose nodal set u1(0)u^{-1}(0) has a connected component given by γγ. Higher dimensional analogs of thi…

2015-05-25abs ↗pdf ↗

Study of Steklov eigenvalues on degenerating conformal classes.

problem Understanding Steklov eigenvalues on surfaces with boundaries.
method Precise formula for the limit of Steklov eigenvalues on degenerating conformal classes.
result The limit of Steklov eigenvalues equals 2πk2πk for surfaces with boundaries.

The study shows how discrete graphs can resemble hypercube structures under certain curvature conditions.

problem Understanding the structure of graphs with specific curvature conditions.
method Analyzing weighted graphs with lower Ricci curvature bounds and eigenvalue closeness to establish structural similarity.
result Discrete graphs with specific curvature conditions are close to hypercube structures in terms of Frobenius distance and eigenfunctions.

Negative curvature restricts the gap between the first and second eigenvalues of convex domains.

problem The fundamental gap of convex domains is limited by negative curvature.
method Adapted from Bourni et. al. (2022) for Riemannian manifolds with negative sectional curvature.
result The product of the fundamental gap and the square of the diameter can be arbitrarily small in domains with negative curvature.

Let us fix a conformal class [g0][g_0] and a spin structure σσ on a compact manifold MM. For any g[g0]g\in [g_0], let λ1+(g)λ^+_1(g) be the smallest positive eigenvalue of the Dirac operator DD on (M,g,σ)(M,g,σ). In a previous paper we have shown that $$λ_{min}(M,g_0,σ):=\inf_{g\in [g_0]} λ_1^+(g)\vol(M,g)^{1/n}>0.$$ In the prese…

2003-09-03abs ↗pdf ↗

This paper embeds surfaces in 3D spheres and balls with minimal area.

problem Embed surfaces with boundary in B3\mathbb{B}^3 as minimal surfaces.
method Optimizing Laplace and Steklov eigenvalues with symmetry groups.
result Proves existence of minimal surfaces in B3\mathbb{B}^3 with area below 2π2\pi.

The paper solves conditions for prescribing scalar and Gauss curvatures on manifolds with zero first eigenvalue.

problem Conditions for prescribing scalar and Gauss curvatures on manifolds with zero first eigenvalue.
method Local variational methods, local Yamabe-type equations, and monotone iteration scheme.
result The necessary and sufficient conditions for prescribing scalar and Gauss curvatures are established.

We consider smooth bounded surfaces with a smooth boundary and a prescribed background metric g_0. We now consider all metrics g conformal to g_0 which have a prescribed volume M. We now minimize the first eigenvalue of the Laplace operator of g over the metrics conformal to g_0 and having the prescribed volume. We sho…

2012-08-27abs ↗pdf ↗

Study on Friedlander-Nadirashvili invariants on surfaces, especially non-orientable ones.

problem Investigate the Friedlander-Nadirashvili invariants on surfaces.
method Defined and analyzed Ik(M)I_k(M) using the first normalized nonzero eigenvalues of the Laplace-Beltrami operator.
result Showed that Ik(M)=Ik(S2)I_k(M)=I_k(\mathbb{S}^2) for orientable surfaces and k=1k=1, but not for non-orientable surfaces of even genus.

The study sharpens local Bernstein estimates for Laplace eigenfunctions on compact manifolds.

problem Understanding local growth properties of Laplace eigenfunctions on compact Riemannian manifolds.
method Refined Donnelly-Fefferman method based on L2L^{2}--Carleman estimates, combined with elliptic regularity and patching of local Carleman estimates.
result Almost sharp local LpL^{p}--Bernstein inequalities for p[1,]p\in[1,\infty].

Let GG be a finite group with symmetric generating set SS, and let c=maxR>0B(2R)/B(R)c = \max_{R > 0} |B(2R)|/|B(R)| be the doubling constant of the corresponding Cayley graph, where B(R)B(R) denotes an RR-ball in the word-metric with respect to SS. We show that the multiplicity of the kkth eigenvalue of the Laplacian on the Cayley…

2008-06-10abs ↗pdf ↗

The evolute of a smooth curve in an m-dimensional Euclidean space is the locus of centers of its osculating spheres, and the evolute of a spatial polygon is the polygon whose consecutive vertices are the centers of the spheres through the consecutive (m+1)-tuples of vertices of the original polygon. We study the iterat…

2016-11-27abs ↗pdf ↗

We refine some classical estimates in Seiberg-Witten theory, and discuss an application to the spectral geometry of three-manifolds. In particular, we show that on a rational homology three-sphere YY, for any Riemannian metric the first eigenvalue of the laplacian on coexact one-forms is bounded above explicitly in te…

2017-05-24abs ↗pdf ↗

We uncover scaling laws and statistical structure in complex datasets.

problem Understanding universal traits in complex datasets.
method Analogizing data to physical systems, using statistical physics and RMT.
result Real-world datasets and Gaussian data with long-range correlations share the same RMT universality class.

Paper finds bounds for Steklov eigenvalues on manifolds.

problem Eigenvalue bounds for Steklov eigenvalues on manifolds.
method Eigenvalue comparison theorems and bounds for the first non-zero eigenvalue of the Wentzell eigenvalue problem.
result Established bounds for Steklov eigenvalues and Wentzell eigenvalues.

We prove that the Riemannian geometry of almost Kähler manifolds can be expressed in terms of the Poisson algebra of smooth functions on the manifold. Subsequently, Kähler-Poisson algebras are introduced, and it is shown that a corresponding purely algebraic theory of geometry and curvature can be developed. As an illu…

2011-03-30abs ↗pdf ↗

The paper explores inequalities between eigenvalues on Riemannian manifolds.

problem Investigating relationships between eigenvalues on Riemannian manifolds.
method Constructing gradient estimates for a first eigenfunction to derive inequalities.
result Obtained some relationships between weighted pp-Laplacian first eigenvalues.