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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.

168,695 papers · 148 categories

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113227340453 · Jun 202019922001200920172026
48 results for mountain pass critical points

Study finds critical points in perimeter functional for fixed volume sets.

problem Finding critical points in perimeter functional for sets of fixed volume.
method Utilizes Mazurwoski--Zhou techniques and new Cacciopoli set connectedness results.
result Constructs smooth almost embedded hypersurfaces with non-zero constant mean curvature.

We present the min-max construction of critical points of the area using penalization arguments. Precisely, for any immersion of a closed surface ΣΣ into a given closed manifold, we add to the area Lagrangian a term equal to the LqL^q norm of the second fundamental form of the immersion times a "viscosity" parameter. …

2015-08-28abs ↗pdf ↗

Study on nonlinear elliptic equations with variable exponents, proving existence and multiplicity of solutions.

problem Existence and multiplicity of solutions for Dirichlet boundary value problems involving (p(m),q(m))(p(m), q(m))-equation.
method Proved using the mountain pass theorem and Fountain theorem with Cerami sequences.
result Existence and multiplicity of solutions for (p(m),q(m))(p(m), q(m))-equation.

Study the landscape of Lipschitz functions between manifolds using persistent homology.

problem Understanding the structure of homotopy paths between maps with high Lipschitz constants.
method Using persistent homology to analyze the landscape of Lipschitz functions between manifolds.
result First results on the persistence of higher-dimensional cycles in function spaces.

The paper proves the existence of infinitely many nodal solutions to a Paneitz-type equation.

problem Proving the existence of nodal solutions to a specific type of partial differential equation.
method First, a C0C^0-estimate for positive ff-invariant solutions is proven. Then, the existence of mountain pass solutions with arbitrarily large energy is established.
result The existence of infinitely many nodal solutions to the equation Δ2uαΔu+βu=uqΔ^2 u -αΔu +βu = u^q is proven.

We construct and analyze minimal disc stackings with bounds on their Morse index.

problem Constructing and analyzing minimal free boundary disc stackings.
method Constructing minimal free boundary disc stackings in a three-dimensional Euclidean unit ball, proving bounds on their Morse index.
result Uniform, linear bounds on the Morse index of all such surfaces.

The paper proves the existence of hypersurfaces with prescribed mean curvature.

problem Proving the existence of hypersurfaces with prescribed mean curvature.
method PDE theoretic approach using mountain pass construction and regularity results for integral varifolds.
result Existence of quasi-embedded, boundaryless hypersurfaces with prescribed mean curvature.

Study on ground states of semilinear elliptic equations with various potential wells.

problem Characterizing ground states of semilinear elliptic equations with arbitrary potential wells.
method Analyzing solutions in convex domains and manifolds with non-negative Ricci curvature, using Morse theory and min-max methods.
result Ground states are mountain-pass type with Morse index 1 in convex domains and manifolds with non-negative Ricci curvature.

Necessary and sufficient conditions are given for the Palais-Smale Condition C to hold for the Yang-Mills functional for connections that are invariant under a Lie group action on the manifold with orbits of codimension less than or equal to three. As an application the mountain pass lemma is used to give a simple proo…

2000-04-07abs ↗pdf ↗

The paper proves the existence of finite-energy solutions to a specific elliptic equation on Riemannian manifolds.

problem Existence of finite-energy solutions to a singular elliptic equation on Riemannian manifolds.
method ε-regularized problems, mountain pass arguments, and limiting procedures.
result Existence of nonnegative finite-energy supersolutions under certain conditions.

In this work, we prove the existence of a third embedded minimal hypersurface spanning a closed submanifold γγ contained in the boundary of a compact Riemannian manifold with convex boundary, when it is known a priori the existence of two strictly stable minimal hypersurfaces that bound γγ. In order to do so, we deve…

2018-02-13abs ↗pdf ↗

For non-homotopic maps u,vC(M,N)u,v\in C^{\infty}(M,N) between closed Riemannian manifolds, we consider the smallest energy level γp(u,v)γ_p(u,v) for which there exist paths utW1,p(M,N)u_t\in W^{1,p}(M,N) connecting u0=uu_0=u to u1=vu_1=v with dutLppγp(u,v)\|du_t\|_{L^p}^p\leq γ_p(u,v). When uu and vv are (k2)(k-2)-homotopic, work of Hang and Lin shows t…

2018-09-10abs ↗pdf ↗

Classical Morse theory proceeds by considering sublevel sets f1(,a]f^{-1}(-\infty, a] of a Morse function f:MRf: M \to R, where MM is a smooth finite-dimensional manifold. In this paper, we study the topology of the level sets f1(a)f^{-1}(a) and give conditions under which the topology of f1(a)f^{-1}(a) changes when passing a cri…

2019-10-11abs ↗pdf ↗

We give sufficient conditions for a Cc1 C^1_c -local diffeomorphism between Fréchet spaces to be a global one. We extend the Clarke's theory of generalized gradients to the more general setting of Fréchet spaces. As a consequence, we define the Chang Palais-Smale condition for Lipschitz functions and show that a functio…

2019-03-12abs ↗pdf ↗

In this paper, we build up a min-max theory for minimal surfaces using sweepouts of surfaces of genus g2g\geq 2. We develop a direct variational methods similar to the proof of the famous Plateau problem by J. Douglas and T. Rado. As a result, we show that the min-max value for the area functional can be achieved by a …

2011-11-27abs ↗pdf ↗

Proves existence of a single-valued minimal hypersurface in compact manifolds.

problem Existence of multiplicity-1 minimal hypersurfaces in compact Riemannian manifolds.
method Modified minmax construction with Allen-Cahn approximation and valley point optimization.
result Existence of a smooth, closed minimal hypersurface with multiplicity 1 in bumpy metrics.

Solves time-minimizing navigation on a mountain slope using Riemann-Finsler geometry.

problem Time-minimizing navigation on a mountain slope under gravity.
method Riemann-Finsler geometry, Zermelo navigation problem, anisotropic deformation of the background Riemannian metric, rescaled gravitational wind.
result A new Finsler metric for optimal navigation on slippery mountain slopes.

Gradient-based methods find saddle points, not critical points, in neural networks.

problem Gradient-based optimization methods converge to saddle points rather than critical points in deep neural networks.
method Critical point-finding methods used to analyze neural network losses.
result Gradient-based methods often converge to or pass through gradient-flat regions, where gradient norm has a stationary point.

The paper proves stability of critical points for conformally invariant Lagrangians.

problem Stability of critical points for conformally invariant Lagrangians under weak convergence.
method Upper-semi-continuity of Morse index plus nullity established for critical points.
result The sum of Morse indices and nullity is bounded from above by the sum of the Morse indices plus the nullity of the weak limit and bubbles.

The geometry on a slope of a mountain is the geometry of a Finsler metric, called here the {\it slope metric}. We study the existence of globally defined slope metrics on surfaces of revolution as well as the geodesic's behavior. A comparison between Finslerian and Riemannian areas of a bounded region is also studied.

2018-11-06abs ↗pdf ↗

Kirchhoff energy is a classical functional on the space of arclength-parameterized framed curves whose critical points approximate configurations of springy elastic rods. We introduce a generalized functional on the space of framed curves of arbitrary parameterization, which model rods with axial stretch or cross-secti…

2017-08-30abs ↗pdf ↗

Study improves precipitation predictions for High Mountain Asia using machine learning.

problem Uncertainty in future precipitation over High Mountain Asia due to regional climate model biases.
method Probabilistic machine learning framework combining 13 regional climate models via a mixture of experts.
result 32% improvement over equally-weighted average and 254% improvement over single ensemble member.

We introduce a new braid-theoretic framework with which to understand the Legendrian and transversal classification of knots, namely a Legendrian Markov Theorem without Stabilization which induces an associated transversal Markov Theorem without Stabilization. We establish the existence of a nontrivial knot-type specif…

2008-01-22abs ↗pdf ↗

We discuss a PL analogue of Morse theory for PL manifolds. There are several notions of regular and critical points. A point is homologically regular if the homology does not change when passing through its level, it is strongly regular if the function can serve as one coordinate in a chart. Several criteria for strong…

2019-12-10abs ↗pdf ↗

Convex message passing algorithms converge to a fixed point.

problem Understanding convergence properties of convex message passing methods.
method Proving convergence of coordinate descent applied to piecewise-affine convex objectives, and showing this applies to various message passing methods.
result The iterates converge to a fixed point of the method, and the algorithm terminates in a known number of iterations.

New MCMC algorithm reduces subset selection passes to 2 for optimal kk-dimensional subspace approximation.

problem Subset selection for kk-dimensional subspace approximation with εε-approximation.
method MCMC sampling algorithm reducing passes to 2 for p=2p=2 case, poly(k/ε) size subset.
result Subset selection of nearly optimal size in 2 passes, (1+ε)(1+ε) approximation.

Study phase transitions in shuffled regression problems.

problem Phase transitions in shuffled regression problems.
method Transformed permutation recovery into probabilistic graphical model, used message passing (MP) algorithm and branching random walk process.
result Characterized impact of signal-to-noise-ratio ($\snr$) on permutation recovery, proposed Gaussian approximation method.

Solves time-optimal navigation on slippery slopes with cross gravitational wind.

problem Time-optimal navigation on a slippery cross slope under gravitational wind.
method New Finsler metric derived for the problem, considering both lateral and longitudinal gravitational effects.
result Conditions for strong convexity and purely geometric solution provided.

This paper augments the reward received by a reinforcement learning agent with potential functions in order to help the agent learn (possibly stochastic) optimal policies. We show that a potential-based reward shaping scheme is able to preserve optimality of stochastic policies, and demonstrate that the ability of an a…

2019-07-20abs ↗pdf ↗

The paper proves that certain stationary hypersurfaces in high dimensions are essentially flat.

problem Characterizing stationary hypersurfaces in high-dimensional spaces.
method Analyzing the Euler-Dierkes-Huisken functional to prove the flatness of hypersurfaces.
result Smooth, complete, connected, embedded stationary hypersurfaces in high dimensions are linear.

We propose a generalization of tropical curves by dropping the rationality and integrality requirements while preserving the balancing condition. An interpretation of such curves as critical points of a certain quadratic functional allows us to settle the existence and uniqueness problem. The machinery of dual polygons…

2018-12-01abs ↗pdf ↗

For a stable marginally outer trapped surface (MOTS) in an axially symmetric spacetime with cosmological constant Λ>0Λ> 0 and with matter satisfying the dominant energy condition, we prove that the area AA and the angular momentum JJ satisfy the inequality 8πJA(1ΛA/4π)(1ΛA/12π)8π|J| \le A\sqrt{(1-ΛA/4π)(1-ΛA/12π)} which is saturated pre…

2015-01-28abs ↗pdf ↗