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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.

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48 results for Levi rank

Generalizes Dolbeault cohomology computation to Levi-flat CR structures on compact Lie groups.

problem Computing Dolbeault cohomology for Levi-flat CR structures on compact Lie groups.
method Algebraic classification of left-invariant CR structures combined with Pittie's result on compact Lie groups.
result Generalization of Dolbeault cohomology computation to Levi-flat CR structures.

Complete normal forms for specific real hypersurfaces in complex space are constructed.

problem Constructing complete normal forms for real hypersurfaces in C3\mathbb C^3.
method Utilizing equivariant moving frames for systematic symbolic manipulation.
result Complete normal forms for 5-dimensional real hypersurfaces in C3\mathbb C^3 are found.

We study CR hypersurfaces in C^4 with constant rank Levi form and find their defining equations.

problem CR hypersurfaces in C^4 with constant rank Levi form and their defining equations.
method Obtained a complete normal form for models of real analytic uniformly 2-nondegenerate CR hypersurfaces in C^4.
result Found explicit formulas for infinitesimal symmetries of homogeneous 2-nondegenerate models.

Develops new approach to recover CR structures from their Levi foliations.

problem Recovering CR structures from their Levi foliations for nonregular symbols.
method Reduction to dynamical Legendrian contact structure on leaf space.
result New geometric interpretation of CR prolongation conditions.

Study of special hypersurfaces in complex space with unique properties.

problem Characterizing hypersurfaces with zero CR-curvature and specific degeneracy.
method Analysis of solutions to differential equations, including conformal metrics and nonlinear equations.
result Complete description of the class of hypersurfaces, expressed in terms of known differential equations.

This paper constructs an explicit {e}-structure for certain 2-nondegenerate hypersurfaces.

problem Characterizing and classifying 2-nondegenerate Levi rank 1 hypersurfaces in complex space.
method Normalization of group parameters and construction of an explicit {e}-structure.
result An explicit {e}-structure is constructed for hypersurfaces where primary invariants do not vanish.

The paper maps two types of hyperkähler manifolds and identifies their symplectic structures.

problem Mapping and identifying symplectic structures of two types of hyperkähler manifolds.
method Produced a map from star-shaped quiver varieties to Higgs bundle moduli spaces, verified stability, and showed it is a homeomorphism.
result Identified natural holomorphic symplectic structures on the two spaces.

Given a complex Hilbert space H and the von Neumann algebra L(H) of all bounded linear operators on H, we study the Grassmann manifold M of all projections in L(H) that have a fixed finite rank r. We take the Jordan-Banach triple theory approach which allows us to define a natural Levi-Civita connection on M. We identi…

2000-02-08abs ↗pdf ↗

In this paper, we consider real hypersurfaces MM in C3\Bbb C^3 (or more generally, 5-dimensional CR manifolds of hypersurface type) at uniformly Levi degenerate points, i.e. Levi degenerate points such that the rank of the Levi form is constant in a neighborhood. We also require the hypersurface to satisfy a certain s…

1999-05-26abs ↗pdf ↗

It is shown that that the rank of the second fundamental form (resp. the Levi form) of a C2\mathcal C^2-smooth convex hypersurface MM in Rn+1\Bbb R^{n+1} (resp. Cn+1\Bbb C^{n+1}) does not exceed an integer constant k<nk<n near a point pM,p\in M, then through any point qMq\in M near pp there exists a real (resp. complex) $(…

2012-08-23abs ↗pdf ↗

We give a short proof of the Gauss-Bonnet theorem for a real oriented Riemannian vector bundle EE of even rank over a closed compact orientable manifold MM. This theorem reduces to the classical Gauss-Bonnet-Chern theorem in the special case when MM is a Riemannian manifold and EE is the tangent bundle of MM endow…

2007-02-06abs ↗pdf ↗

Study reveals finite-size effects and sensitivity to random numbers in Levy-Levy-Solomon model.

problem Finite-size effects and sensitivity to random numbers in Levy-Levy-Solomon model.
method Simulations and analysis of Levy-Levy-Solomon model with different random number generators and stopping criteria.
result Low-quality pseudo random number generators significantly impact simulation results.

These lectures notes aim at introducing Lévy processes in an informal and intuitive way, accessible to non-specialists in the field. In the first part, we focus on the theory of Lévy processes. We analyze a `toy' example of a Lévy process, viz. a Lévy jump-diffusion, which yet offers significant insight into the distri…

2008-04-03abs ↗pdf ↗

The problem of an arbitrary truncated Levy flight description using the method of cumulant approach has been solved. The set of cumulants of the truncated Levy distribution given the assumption of arbitrary truncation has been found. The influence of truncation shape on the truncated Levy flight properties in the Gauss…

2010-06-12abs ↗pdf ↗

Develops information geometry for Lévy processes in finance.

problem Understanding the statistical properties of Lévy processes for financial modeling.
method Deriving α\alpha-divergences from Lévy triplets, identifying Fisher information matrix and α\alpha-connection.
result Identifies statistical implications and differential-geometric structures of Lévy processes.

Study of Yang-Mills fields on 4-manifolds using modified Lévy Laplacians.

problem Connection between Yang-Mills fields and modified Lévy Laplacians on 4-manifolds.
method Analysis of modified Lévy Laplacians and their relation to Yang-Mills equations under nontrivial holonomy groups.
result Existence of a modified Lévy Laplacian related to Yang-Mills self-duality equations.

The pricing of options in exponential Levy models amounts to the computation of expectations of functionals of Levy processes. In many situations, Monte-Carlo methods are used. However, the simulation of a Levy process with infinite Levy measure generally requires either to truncate small jumps or to replace them by a …

2010-09-23abs ↗pdf ↗

By considering the projectivized spectrum of the Jacobi operator, we introduce the concept of projective Osserman manifold in both the affine and in the pseudo-Riemannian settings. If M is an affine projective Osserman manifold, then the modified Riemannian extension metric on the cotangent bundle is both spacelike and…

2013-04-28abs ↗pdf ↗

Efficient methods for Lévy models using SINH-regular processes.

problem Efficient numerical methods for evaluating Lévy models.
method Defining SL-processes and sSL-processes, deriving properties of characteristic exponent, and showing all popular Lévy processes can be subordinated to Brownian motion.
result All crucial properties of characteristic exponent are consequences of a specific representation, and all popular Lévy processes are SL- or sSL-subordinated Brownian motion.

Study of Lévy flights on Zoll surfaces, revealing geometric information.

problem Understanding the mean first capture time of Lévy flights on Zoll surfaces.
method Analysis of geodesic Lévy processes on Zoll surfaces, focusing on the first correction term.
result The first correction term encodes geometric information, specifically the degree of the conjugate point.

Study shows convergence rates for BSDEs approximated by compound Poisson processes.

problem Analyzing convergence rates of BSDEs driven by Lévy processes.
method Approximating Lévy processes by compound Poisson processes and studying BSDEs.
result Optimal convergence rates derived for BSDEs in L2\mathbb L^2-norm and Wasserstein distance.

New method calibrates multivariate Lévy processes using neural networks.

problem Calibrating multivariate Lévy processes with less smooth densities.
method Approximate Lévy density with parametrized functional form, estimate characteristic function using numerical integration with deep neural networks.
result Deep neural networks robustly capture sharp transitions in Lévy densities.

Levy copulas are the most general concept to capture jump dependence in multivariate Levy processes. They translate the intuition and many features of the copula concept into a time series setting. A challenge faced by both, distributional and Levy copulas, is to find flexible but still applicable models for higher dim…

2012-07-18abs ↗pdf ↗

The paper constructs CR manifolds with arbitrary Levi nondegeneracy.

problem Creating CR manifolds with specific Levi nondegeneracy properties.
method Using CRCR algebras from su(2)\mathfrak{su}(2) representations, studying iterated Levi forms, and local model equations.
result Explicit construction and analysis of homogeneous CR manifolds with arbitrary Levi nondegeneracy.

Paper calculates perpetual American put option pricing with drawdown event in Lévy market.

problem Pricing perpetual American put options with a drawdown event in a Lévy market.
method Derives explicit price using geometric Lévy process with downward jumps, optimal stopping rule, and martingale arguments.
result Optimal stopping rule is the first time asset price falls below a specific value.

In this note we apply the recently established Wiener-Hopf Monte Carlo (WHMC) simulation technique for Levy processes from Kuznetsov et al. [17] to path functionals, in particular first passage times, overshoots, undershoots and the last maximum before the passage time. Such functionals have many applications, for inst…

2013-06-17abs ↗pdf ↗

Analyzes Lévy flights on manifolds for finding small targets.

problem Finding small targets using Lévy flights on various manifolds.
method Analytic description of Lévy flights on closed Riemannian manifolds, including asymptotics of expected stopping time.
result Computes the expected time for finding a small target by Lévy flight on surfaces.

The Levy Laplacian is studied on manifolds, with heat flow solutions tending to constant functionals over time.

problem Understanding the Levy Laplacian on manifolds and its heat flow behavior.
method Various definitions of the Levy Laplacian are proven equivalent. Heat flows of differential forms are used to construct solutions.
result Solutions of the heat equation with the Levy Laplacian tend to locally constant functionals over time.

Paper extends Lévy models with memory to better price FX double barrier options.

problem Efficiently pricing double barrier options in complex FX models.
method Introduces regime-switching Lévy models with memory and a modified numerical method.
result New models and method improve accuracy of option pricing.

Method extends option valuation for 2D Lévy models.

problem Valuation of European options under 2-asset infinite-activity Lévy models.
method Developed numerical method extending Wang et al. (2007) for 1D to 2D, using Fourier transform for integral term and semi-Lagrangian theta-method for temporal discretization.
result Favourable second-order convergence for Normal Tempered Stable dynamics.

This brief manuscript provides an introduction to Lévy processes and their applications in finance as the random process that drives asset models. Characteristic functions and random variable generators of popular Lévy processes are presented in R.

2015-03-12abs ↗pdf ↗

This is a continuation of our previous paper [14]. In [14], we introduced the first Aeppli-Chern class on compact complex manifolds, and proved that the (1,1)(1,1) curvature form of the Levi-Civita connection represents the first Aeppli-Chern class which is a natural link between Riemannian geometry and complex geometry. …

2017-06-05abs ↗pdf ↗