Research
On-device research index

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.

168,695 papers · 148 categories

Trend · papers per month

12.5%25.0%37.5%50.0% · May 199319922001200920172026
48 results for Eigenvalue behavior

The paper estimates eigenvalues for specific differential operators on curved spaces.

problem Estimating eigenvalues for a class of elliptic differential operators on Riemannian manifolds.
method Analyzes eigenvalue estimates for a broader class of elliptic differential operators in divergence form.
result Provides eigenvalue estimates for Gaussian shrinking solitons and specific domains.

Study the long-time behavior of Hermitian-Yang-Mills flow on non-Kähler manifolds.

problem Understanding the long-time behavior of Hermitian-Yang-Mills flow on non-Kähler manifolds.
method Monotonicity of eigenvalues of mean curvature, convergence to geometric invariants.
result Eigenvalues of mean curvature converge to geometric invariants in the Gauduchon case.

In this paper, we study the evolving behaviors of the first eigenvalue of Laplace-Beltrami operator under the normalized Ricci flow of model geometries. In every Bianchi class, we estimate the derivative of the eigenvalue. Then we construct monotonic quantities under the Ricci flow and obtain upper and lower bounds for…

2016-02-15abs ↗pdf ↗

Random feature model shows slow self-correction of generalization gap.

problem Slow deterioration of generalization error in random feature model.
method Examined the dynamic behavior of gradient descent in the model's resonance regime.
result Gradient descent exhibits a self-correction mechanism, reducing generalization gap over time.

We consider the Neumann Laplacian acting on square-integrable functions on a triangle in the hyperbolic plane that has one cusp. We show that the generic such triangle has no eigenvalues embedded in its continuous spectrum. To prove this result we study the behavior of the real-analytic eigenvalue branches of a degener…

2014-02-19abs ↗pdf ↗

Study small eigenvalues of Riemann surfaces degenerating with Kähler metrics.

problem Determining small eigenvalues of the Laplacian on degenerating Riemann surfaces.
method Combining heat kernel estimates and Quillen metrics to compute asymptotic behavior of eigenvalues.
result Explicit calculation of small eigenvalues as a function of the parameter.

Study on eigenvalue rate of geodesic balls in asymptotically hyperbolic Einstein manifolds.

problem Rate of decrease of the first Dirichlet eigenvalue of geodesic balls.
method Investigation of eigenvalues in asymptotically hyperbolic Einstein manifolds with nonnegative Yamabe type conformal infinity.
result Two-term asymptotic of eigenvalues is the same as in hyperbolic space for nonnegative Yamabe type conformal infinity.

The paper analyzes Nordic stock markets' correlation structures and regime shifts.

problem Understanding and exploiting regime shifts in Nordic stock markets.
method Examined two decades of daily data for OMXS30, OMXC20, and OMXH25 universes; proposed an adaptive portfolio allocation framework.
result Documented pronounced regime dependence in rolling correlation matrices; proposed an adaptive portfolio allocation framework.

Recent developments link Steklov eigenvalues to manifold geometry.

problem Steklov eigenvalues and eigenfunctions on compact Riemannian manifolds.
method Analytical and geometric approaches, including isoperimetric bounds, stability analysis, optimisation, and discretization.
result Connections between Steklov eigenvalues and manifold geometry, including optimisation and isospectrality.

Study on the spectrum of drift Laplacian on Ricci expanders.

problem Analyzing the spectrum of the drift Laplacian on Ricci expanders.
method Investigation of discrete spectrum under proper potential function, asymptotic behavior of potential function, and computation of eigenvalues.
result Discrete spectrum of the drift Laplacian on Ricci expanders with bounded Ricci curvature.

The paper examines how the first Steklov-Dirichlet eigenvalue changes with the distance between two concentric circles.

problem Investigating the monotonicity of the first Steklov-Dirichlet eigenvalue on eccentric annuli.
method The approach involves showing differentiability, deriving integral expressions for the derivative, and using variational formulations to find upper and lower bounds.
result The paper proves the monotonicity of the first Steklov-Dirichlet eigenvalue on eccentric annuli with respect to the distance between the centers of the inner and outer boundaries.

Study calculates eigenvalues and eigenfunctions for spherical triangles and finds fundamental gap behavior.

problem Understanding eigenvalues and gaps in spherical triangles.
method Explicit computation of Dirichlet eigenvalues and eigenfunctions for spherical lunes and triangles.
result Fundamental gap of spherical triangles increases as the angle of the lune decreases.

Study the relationship between type problem and first eigenvalues on Riemannian manifolds.

problem Understanding the asymptotic behavior of the first eigenvalues of balls on Riemannian manifolds.
method Analyzing the limit infimum of the first eigenvalues of balls as the radius approaches infinity and relating it to the manifold's properties.
result A manifold is hyperbolic if the limit inferior of the product of the square of the radius and the first eigenvalue of balls is greater than 18.624.

We discuss the behavior of (λ1.p(M))1/p(λ_{1. p}(M))^{1/p} with respect to the Gromov-Hausdorff topology and the variable pp, where λ1,p(M)λ_{1, p}(M) is the first positive eigenvalue of the pp-Laplacian on a compact Riemannian manifold MM. Applications include new estimates for the first eigenvalues of the pp-Laplacian on Rieman…

2013-10-01abs ↗pdf ↗

Variational methods yield formulas for eigenvalues of elliptic operators, with applications to metric evolution.

problem Deriving formulas for eigenvalues of elliptic operators on compact manifolds.
method Variational methods applied to elliptic operators on compact Riemannian manifolds.
result Generic subsets of metrics yield simple spectra of elliptic operators.

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 ↗

New proofs of Cheeger-like inequalities for coexact 1-forms on hyperbolic manifolds.

problem Cheeger-like inequalities for coexact 1-forms on hyperbolic manifolds.
method Properties of magnetic geodesic flow and behavior at Mañé's critical energy level.
result Improved Cheeger constants and volume dependence in proofs.

In this article we study the asymptotic behavior of small eigenvalues of Riemann surfaces for large genus. We show that for any positive integer kk, as the genus gg goes to infinity, the smallest kk-th eigenvalue of Riemann surfaces in any thick part of moduli space of Riemann surfaces of genus gg is uniformly comp…

2018-09-20abs ↗pdf ↗

We study the problem of detecting an abrupt change to the signal covariance matrix. In particular, the covariance changes from a "white" identity matrix to an unknown spiked or low-rank matrix. Two sequential change-point detection procedures are presented, based on the largest and the smallest eigenvalues of the sampl…

2017-06-15abs ↗pdf ↗

In this paper we examine the Laplacian on the product of two asymptotically hyperbolic (or conformally compact, as they are often called) spaces from the point of view of geometric scattering theory. In particular, we describe the asymptotic behavior of the resolvent applied to Schwartz functions and that of the resolv…

2000-12-03abs ↗pdf ↗

This paper studies how adding leaves to a tree affects its spectral properties.

problem Investigating the asymptotic behavior of tree spectra under leaf attachment.
method Analyzing the Ricci matrix and its largest eigenvalue for trees with pendant edges added.
result The sequence of largest eigenvalues converges to a limit that depends on local branch data.

The study of second eigenvalues of hyperbolic surfaces improves bounds and investigates their behavior for large genus.

problem Investigating the second eigenvalues of closed hyperbolic surfaces for large genus.
method Analyzing the shortest length of separating multi-geodesics and investigating the ratio of eigenvalues to this length.
result For large genus, the second eigenvalue of a hyperbolic surface is uniformly comparable to 1/ln(g).

We confirm universal behaviors such as eigenvalue distribution and spacings predicted by Random Matrix Theory (RMT) for the cross correlation matrix of the daily stock prices of Tokyo Stock Exchange from 1993 to 2001, which have been reported for New York Stock Exchange in previous studies. It is shown that the random …

2003-12-25abs ↗pdf ↗

Optimizes functions on Lie groups using generalized eigenvalue problems.

problem Optimization on Lie groups with specific applications to eigenvalue problems.
method Generalizes NAG principle to Lie groups, resulting in continuous Lie-NAG dynamics converging to local optima.
result Discretized Lie-NAG dynamics yield structure-preserving optimization algorithms with faithful energy behavior.

We compute the spectrum of the Dirac operator on 3-dimensional Heisenberg manifolds. The behavior under collapse to the 2-torus is studied. Depending on the spin structure either all eigenvalues tend to ±\pm\infty or there are eigenvalues converging to those of the torus. This is shown to be true in general for collap…

1998-01-20abs ↗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.

For a closed Riemannian orbifold OO, we compare the spectra of the Laplacian, acting on functions or differential forms, to the Neumann spectra of the orbifold with boundary given by a domain UU in OO whose boundary is a smooth manifold. Generalizing results of several authors, we prove that the metric of OO can be…

2016-11-23abs ↗pdf ↗

We obtain upper bounds for the eigenvalues of the Schrödinger operator L=Δg+qL=Δ_g+q depending on integral quantities of the potential qq and a conformal invariant called the min-conformal volume. Moreover, when the Schrödinger operator LL is positive, integral quantities of qq which appear in upper bounds, can be repla…

2012-10-29abs ↗pdf ↗

In this paper, we consider the eigen-solutions of Δu+Vu=λu-Δu+ Vu=λu, where ΔΔ is the Laplacian on a non-compact complete Riemannian manifold. We develop Kato's methods on manifold and establish the growth of the eigen-solutions as rr goes to infinity based on the asymptotical behaviors of ΔrΔr and V(x)V(x), where r=r(x)r=r(x) i…

2017-09-09abs ↗pdf ↗

A positive path in the linear symplectic group $\Sp(2n)$ is a smooth path which is everywhere tangent to the positive cone. These paths are generated by negative definite (time-dependent) quadratic Hamiltonian functions on Euclidean space. A special case are autonomous positive paths, which are generated by time-indepe…

1996-06-18abs ↗pdf ↗