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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.

169,291 papers · 148 categories

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105210314419 · Jun 202019922001200920182026
48 results for Poisson random field

We introduce a canonical outer vector field on a Poisson manifold, also due independently to A. Weinstein. We view it as a global section of the sheaf of Poisson vector fields modulo the subsheaf of hamiltonian vector fields. We study this outer derivation mostly in the case of holomorphic Poisson manifolds.

1998-02-03abs ↗pdf ↗

We make a study of Poisson structures of T*M which are graded structures when restricted to the fiberwise polynomial algebra, and give examples. A class of more general graded bivector fields which induce a given Poisson structure w on the base manifold M is constructed. In particular, the horizontal lifting of a Poiss…

2001-12-08abs ↗pdf ↗

The modular vector field of a Poisson-Nijenhuis Lie algebroid AA is defined and we prove that, in case of non-degeneracy, this vector field defines a hierarchy of bi-Hamiltonian AA-vector fields. This hierarchy covers an integrable hierarchy on the base manifold, which may not have a Poisson-Nijenhuis structure.

2007-01-17abs ↗pdf ↗

We present a general definition of the Poisson bracket between differential forms on the extended multiphase space appearing in the geometric formulation of first order classical field theories and, more generally, on exact multisymplectic manifolds. It is well defined for a certain class of differential forms that we …

2002-02-27abs ↗pdf ↗

In this paper we construct a non-skewsymmetric version of a Poisson bracket on the algebra of smooth functions on an odd Jacobi supermanifold. We refer to such Poisson-like brackets as Loday-Poisson brackets. We examine the relations between the Hamiltonian vector fields with respect to both the odd Jacobi structure an…

2013-01-21abs ↗pdf ↗

Analyzes Poisson structures on solution spaces of Hamiltonian field theories.

problem Defining Poisson bracket structures on solution spaces of first order Hamiltonian field theories.
method Examines mechanical point systems and field theories without gauge symmetries, introduces symplectic structures; for gauge theory, free electrodynamics, a pre-symplectic tensor is used to induce a Poisson structure.
result Existence of Poisson structures on solution spaces of Hamiltonian field theories, including free electrodynamics.

In this paper, we generalize the geometry of the product pseudo-Riemannian manifold equipped with the product Poisson structure (\cite{Nas2}) to the geometry of a warped product of pseudo-Riemannian manifolds equipped with a warped Poisson structure. We construct three bivector fields on a product manifold and show tha…

2013-08-28abs ↗pdf ↗

The paper starts with an interpretation of the complete lift of a Poisson structure from a manifold M to its tangent bundle TM by means of the Schouten- Nijenhuis bracket of covariant symmetric tensor fields defined by the co- tangent Lie algebroid of M. Then, we discuss Poisson structures of TM which have a graded res…

2001-08-20abs ↗pdf ↗

A method for converting Poisson structures to noncommutative star-products.

problem Deforming Poisson structures into noncommutative star-products in field theory.
method Applying geometry of iterated variations to define a deformation quantization map.
result A well-defined deformation quantization map from Poisson to associative structures.

New framework models neural systems with random architecture on manifolds.

problem Complex, uncertain systems with non-Gaussian outputs.
method Latent random field on compact manifold generates neural architecture and weights.
result Synthetic neural systems can produce stochastic outputs for deterministic inputs.

New approach to Poisson-Lie T-duality for string effective actions, solving dilaton puzzle.

problem Complexity of Poisson-Lie T-duality in string effective actions due to dilaton field.
method Use of Levi-Civita connections on Courant algebroids to derive formulas for Poisson-Lie T-dual dilaton fields.
result Derivation of formulas for Poisson-Lie T-dual dilaton fields, providing new Poisson-Lie T-duality for string effective actions.

Multivariate Poisson approximation of the length spectrum of random surfaces is studied by means of the Chen-Stein method. This approach delivers simple and explicit error bounds in Poisson limit theorems. They are used to prove that Poisson approximation applies to curves of length up to order o(loglogg)o(\log\log g) with gg

2016-05-02abs ↗pdf ↗

First, we review the notion of a Poisson structure on a noncommutative algebra due to Block-Getzler and Xu and introduce a notion of a Hamiltonian vector field on a noncommutative Poisson algebra. Then we describe a Poisson structure on a noncommutative algebra associated with a transversely symplectic foliation and co…

2009-12-10abs ↗pdf ↗

Researchers find a Poisson bracket and symplectic structure for field theories.

problem Exploring the Poisson bracket and symplectic structure in the covariant canonical formalism of fields.
method Identifying the phase space as a ringed space with a graded algebra of differential forms, they found a natural Poisson bracket and symplectic structure.
result The Poisson and symplectic structures can be even or odd depending on the manifold's dimension.

Lectures on symplectic and Poisson geometry, quantization, and quantum field theory.

problem Exploring symplectic and Poisson structures and their applications in quantum field theory.
method Introduction to differential geometry, symplectic geometry, Poisson geometry, and deformation quantization.
result Detailed understanding of symplectic and Poisson structures and their quantization.

In this text we give a decomposition result on polynomial poly-vector fields generalizing a result on the decomposition of homogeneous Poisson structures. We discuss consequences of this decomposition result in particular for low dimensions and low degrees. We provide the tools to calculate simple cubic Poisson structu…

2004-09-09abs ↗pdf ↗

Poisson sigma models represent an interesting use of Poisson manifolds for the construction of a classical field theory. Their definition in the language of fibre bundles is shown and the corresponding field equations are derived using a coordinate independent variational principle. The elegant form of equations of mot…

2012-11-05abs ↗pdf ↗

We develop an approach to construct Poisson algebras for non-linear scalar field theories that is based on the Cahiers topos model for synthetic differential geometry. In this framework the solution space of the field equation carries a natural smooth structure and, following Zuckerman's ideas, we can endow it with a p…

2016-02-01abs ↗pdf ↗

We look at Poisson geometry taking the viewpoint of singular foliations, understood as suitable submodules generated by Hamiltonian vector fields rather than partitions into (symplectic) leaves. The class of Poisson structures which behave best from this point of view, are those whose submodule generated by Hamiltonian…

2016-06-29abs ↗pdf ↗

A new method uses SPDEs to efficiently model random fields on complex domains.

problem Efficient representation of random fields on complex domains for engineering and machine learning.
method Uses SPDEs to develop a scalable framework for statFEM and GP regression.
result Can model anisotropic, non-stationary random fields with arbitrary smoothness.

Study of lengths of cycles in large genus random maps converging to Poisson process.

problem Understanding the distribution of cycle lengths in large genus random maps.
method Teichmüller theory approach for uniformly random metric maps (ribbon graphs).
result The length spectrum converges to a Poisson point process with an explicit intensity as genus tends to infinity.

Study models market volatility with persistent and temporary impacts.

problem Microstructure of rough volatility models driven by Poisson measures.
method Existence and uniqueness of solutions for stochastic path-dependent Volterra equations.
result Volatility process converges to fractional Heston model with spikes.

The derivation dTd_T on the exterior algebra of forms on a manifold MM with values in the exterior algebra of forms on the tangent bundle TMTM is extended to multivector fields. These tangent lifts are studied with applications to the theory of Poisson structures, their symplectic foliations, canonical vector fields a…

2007-01-02abs ↗pdf ↗

The subject for investigation in this note is concerned with holomorphic Poisson structures on nilmanifolds with abelian complex structures. As a basic fact, we establish that on such manifolds, the Dolbeault cohomology with coefficients in holomorphic polyvector fields is isomorphic to the cohomology of invariant form…

2015-09-03abs ↗pdf ↗

A few generalizations of a Poisson algebra to field theory canonically formulated in terms of the polymomentum variables are discussed. A graded Poisson bracket on differential forms and an (n+1)(n+1)-ary bracket on functions are considered. The Poisson bracket on differential forms gives rise to various generalizations o…

1997-10-08abs ↗pdf ↗

Study General Relativity using field theories and Poisson brackets.

problem Defining a Poisson bracket structure on solution spaces of field theories.
method Applying Poisson bracket structure to first order Hamiltonian field theories, focusing on General Relativity as a gauge theory.
result Established a Poisson bracket structure for General Relativity.

A quasi-Poisson manifold is a G-manifold equipped with an invariant bivector field whose Schouten bracket is the trivector field generated by the invariant element in $\wedge^3 \g$ associated to an invariant inner product. We introduce the concept of the fusion for such manifolds, and we relate quasi-Poisson manifolds …

2000-06-22abs ↗pdf ↗

Efficiently infers Poisson process intensity using Gaussian process with sigmoid link.

problem Estimating intensity of inhomogeneous Poisson processes efficiently.
method Variational free-form mean field optimization and sparse Laplace's method.
result Method is one order of magnitude faster than exact inference and competitive with quadratic link function models.

Study properties of coisotropic submanifolds and generalize Nambu structures.

problem Properties of coisotropic submanifolds and Nambu structures.
method Generalization of Nambu-Poisson tensor to multivector fields, introduction of Nambu-Lie groupoid.
result Infinitesimal version of Nambu-Lie groupoid is weak Lie-Filippov bialgebroid.

On a Poisson manifold endowed with a Riemannian metric we will construct a vector field that generalizes the double bracket vector field defined on semi-simple Lie algebras. On a regular symplectic leaf we will construct a generalization of the normal metric such that the above vector field restricted to the symplectic…

2014-02-17abs ↗pdf ↗

The Poisson sigma model is a widely studied two-dimensional topological field theory. This note shows that boundary conditions for the Poisson sigma model are related to coisotropic submanifolds (a result announced in [math.QA/0309180]) and that the corresponding reduced phase space is a (possibly singular) dual pair b…

2013-06-13abs ↗pdf ↗

The paper explores the connection between Poisson-Lie structures and invariant volume forms in Hamiltonian dynamics.

problem Understanding the relationship between Poisson-Lie structures and invariant volume forms in Hamiltonian systems.
method Analyzing the existence and preservation of invariant volume forms under Hamiltonian vector fields on Poisson-Lie groups.
result A unimodular Poisson-Lie structure ensures the preservation of a multiple of any left-invariant volume, and the existence of a preserving volume form implies unimodularity.