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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.

168,695 papers · 148 categories

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195389584778 · Jun 202019922001200920172026
48 results for finite dimensional jet spaces

Characterizes Lie-Backlund vector fields in infinite jet bundles that can be exponentiated.

problem Characterizing Lie-Backlund vector fields in infinite dimensional jet bundles that can be exponentiated.
method Characterization through conditions for exponentiation and providing non-trivial examples.
result Conditions for exponentiation of Lie-Backlund vector fields in J(Rn,Rm)J^\infty(\mathbb{R}^n, \mathbb{R}^m), with different results for m=1m=1 and m>1m>1.

Let M,M' be smooth real hypersurfaces in N-dimensional space and assume that M is k-nondegenerate at a point p in M. We prove that holomorphic mappings that extend smoothly to M, sending a neighborhood of p in M diffeomorphically into M' are completely determined by their 2k-jet at p. As an application of this result, …

2000-01-21abs ↗pdf ↗

The C-spectral sequence was introduced by Vinogradov in the late Seventies as a fundamental tool for the study of algebro-geometric properties of jet spaces and differential equations. A spectral sequence arise from the contact filtration of the modules of forms on jet spaces of a fibring (or on a differential equation…

2001-11-13abs ↗pdf ↗

We construct the moduli space of r-jets at a point of Riemannian metrics on a smooth manifold. The construction is closely related to the problem of classification of jet metrics via differential invariants. The moduli space is proved to be a differentiable space which admits a finite canonical stratification into smoo…

2008-08-22abs ↗pdf ↗

We describe the ringed-space structure of moduli spaces of jets of linear connections (at a point) as orbit spaces of certain linear representations of the general linear group. Then, we use this fact to prove that the only (scalar) differential invariants associated to linear connections are constant functions, as wel…

2015-03-14abs ↗pdf ↗

Wind speed prediction improved using a novel deep ensemble learning model inspired by jet aerodynamics.

problem Accurate wind speed forecasting for renewable energy production.
method Proposes a novel Deep Ensemble Learning using Jet-like Architecture (DEL-Jet) to enhance robustness and generalization of a learning system.
result The DEL-Jet technique improves the robustness and generalization of the learning system, as shown by performance evaluations.

Geodesics in jet space are constructed from polynomials, with some yielding globally minimizing paths.

problem Characterize geodesics in jet space and identify those that are globally minimizing.
method Sub-Riemannian geometry, Hamilton-Jacobi equations, and analysis of period degenerations.
result Some polynomials yield globally minimizing geodesics, with conjectures on the independence of cut time.

Jet isomorphism theorems for conformal geometry are discussed. A new proof of the jet isomorphism theorem for odd-dimensional conformal geometry is outlined, using an ambient realization of the conformal deformation complex. An infinite order ambient lift for conformal densities in the case in which harmonic extension …

2007-10-09abs ↗pdf ↗

Moment Pooling reduces latent space dimensions in machine learning models.

problem High-dimensional latent spaces in machine learning models are hard to interpret.
method Moment Pooling extends Deep Sets networks to arbitrary multivariate moments.
result Latent dimensions as small as 1 can achieve similar performance to higher dimensions.

The study proves the finiteness of moments for Gaussian field zeros and critical points.

problem Finiteness of moments for Gaussian field zeros and critical points.
method Definition and study of multijets, construction of p-multijet bundles.
result Linear statistics of Gaussian field zeros have finite p-th moments for p ≥ 1.

In this paper we construct some natural geometrical objects on the 1-jet space J^1(R,R^3), like a nonlinear connection, a Cartan linear connection (together with its d-torsions and d-curvatures), a jet "electromagnetic" d-field and its geometric "electromagnetic" Yang-Mills energy, starting from a given dynamical syste…

2011-11-17abs ↗pdf ↗

The Monster tower, also known as the Semple tower, is a sequence of manifolds with distributions of interest to both differential and algebraic geometers. Each manifold is a projective bundle over the previous. Moreover, each level is a fiber compactified jet bundle equipped with an action of finite jets of the diffeom…

2015-12-01abs ↗pdf ↗

The abstract proves the existence of CMC-1 surfaces with any complex structure in hyperbolic space.

problem Proving the existence of CMC-1 surfaces with arbitrary complex structures in hyperbolic space.
method Using a jet interpolation theorem and a uniform approximation theorem for holomorphic null curves.
result Existence of complete densely immersed CMC-1 surfaces in hyperbolic space with arbitrary complex structure.

We introduce the equation of n-dimensional totally geodesic submanifolds of a manifold E as a submanifold of the second order jet space of n-dimensional submanifolds of E. Next we study the geometry of n-Grassmannian equivalent connections, that is linear connections without torsion admitting the same equation of n-dim…

2006-04-18abs ↗pdf ↗

The aim of this paper is to develop on the 1-jet space J^1(R,M^3) the Finsler-like geometry (in the sense of distinguished (d-) connection, d-torsions and d-curvatures) of the rheonomic Berwald-Moor metric of order three. Some natural geometrical field theories (gravitational and electromagnetic) produced by the preced…

2010-02-23abs ↗pdf ↗

A family of holomorphic vector bundles is constructed on a complex manifold XX. The space of the holomorphic sections of these bundles are calculated in certain cases. As an application, if XX is an NN-dimensional compact Kähler manifold with holonomy group SU(N)SU(N), the space of holomorphic vector fields on its jet …

2016-09-13abs ↗pdf ↗

Motivated by Demailly's strategy towards the Kobayashi hyperbolicity conjecture, we study the action on the k-jets of germs of holomorphic discs in a complex manifold X of the reparametrization group of k-jets of germs of biholomorphisms of the source. This reparametrization group is a subgroup of the general linear gr…

2010-12-08abs ↗pdf ↗

We consider local invariants of general connections (with torsion). The group of origin-preserving diffeomorphisms acts on a space of jets of general connections. Dimensions of moduli spaces of generic connections are calculated. Poincaré series of the geometric structure of connection is constructed, and shown to be a…

2010-10-25abs ↗pdf ↗

This paper is concerned with basic geometric properties of the phase space of a classical general relativistic particle, regarded as the 1st jet space of motions, i.e. as the 1st jet space of timelike 1--dimensional submanifolds of spacetime. This setting allows us to skip constraints. Our main goal is to determine the…

2008-01-11abs ↗pdf ↗

In this paper we construct the jet geometrical extensions of the KCC-invariants, which characterize a given second-order system of differential equations on the 1-jet space J1(R,M)J^1(R,M). A generalized theorem of characterization of our jet geometrical KCC-invariants is also presented.

2009-06-16abs ↗pdf ↗

We employ Grushin jets which are adapted to the geometry of Grushin-type spaces to obtain the existence-uniqueness of viscosity solutions to the (x)\infty(x)-Laplace equation in Grushin-type spaces. Due to the differences between Euclidean jets and Grushin jets, the Euclidean method of proof is not valid in this environ…

2015-09-07abs ↗pdf ↗

We propose analogues of horizontal and vertical projections for model filiform jet space Carnot groups. Every pair consisting of the jet of a smooth function on R\mathbb{R} and a vertical hyperplane with first coordinate fixed provides a splitting of a model filiform group, which induces mappings of the group. We prov…

2018-04-24abs ↗pdf ↗

Motivated by numerous questions in random geometry, given a smooth manifold MM, we approach a systematic study of the differential topology of Gaussian random fields (GRF) X:MRkX:M\to \mathbb{R}^k, that we interpret as random variables with values in Cr(M,Rk)\mathcal{C}^r(M, \mathbb{R}^k), inducing on it a Gaussian measure. Wh…

2019-02-11abs ↗pdf ↗

In this paper we construct the differential equations of the stream lines that characterize plasma regarded as a non-isotropic medium geometrized by a jet rheonomic time-invariant Berwald-Moor metric. Section 1 contains historical notes regarding the Plasma Physics and its geometrical description. Section 2 analyzes th…

2010-05-09abs ↗pdf ↗

We first generalize the operation of formal exterior differential in the case of finite dimensional fibered manifolds and then we extend it to certain bundles of smooth maps. In order to characterize the operator order of some morphisms between our bundles of smooth maps, we introduce the concept of fiberwise (k,r)(k,r)-j…

2004-07-19abs ↗pdf ↗

In this paper we study a collection of jet geometrical concepts, we refer to d-tensors, relativistic time dependent semisprays, harmonic curves and nonlinear connections on the 1-jet space J1(R;M), necessary to the construction of a Miron's-like geometrization for Lagrangians depending on a relativistic time. The geome…

2008-01-15abs ↗pdf ↗

First-order jet bundles can be put at the foundations of the modern geometric approach to nonlinear PDEs, since higher-order jet bundles can be seen as constrained iterated jet bundles. The definition of first-order jet bundles can be given in many equivalent ways - for instance, by means of Grassmann bundles. In this …

2012-07-26abs ↗pdf ↗

Systems of partial differential equations lie at the heart of physics. Despite this, the general theory of these systems has remained rather obscure in comparison to numerical approaches such as finite element models and various other discretisation schemes. There are, however, several theoretical approaches to systems…

2001-06-12abs ↗pdf ↗

The chaotic geodesic flow on a jet space is non-integrable.

problem Non-integrability of the sub-Riemannian geodesic flow on J2(R2,R)J^2(\mathbb{R}^2,\mathbb{R}).
method Analysis of the Hamiltonian geodesic flow on the metabelian Carnot group structure of J2(R2,R)J^2(\mathbb{R}^2,\mathbb{R}).
result The reduced Hamiltonian HμH_μ is non-integrable by meromorphic functions for some values of μμ.

We explain how Itô Stochastic Differential Equations (SDEs) on manifolds may be defined using 2-jets of smooth functions. We show how this relationship can be interpreted in terms of a convergent numerical scheme. We show how jets can be used to derive graphical representations of Itô SDEs. We show how jets can be used…

2016-02-12abs ↗pdf ↗