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.

169,291 papers · 148 categories

Trend · papers per month

122245367489 · May 202619922001200920182026
48 results for graded structures

Graded Transformers embed algebraic structure in neural networks through graded transformations.

problem Efficiently modeling hierarchical and structured data in neural networks.
method Introduces Linearly Graded Transformer (LGT) and Exponentially Graded Transformer (EGT) with graded scaling operators.
result Establishes rigorous guarantees and improved efficiency for structured data.

The paper explores new algebraic structures and morphisms in graded settings.

problem Understanding new algebraic structures and morphisms in graded settings.
method Introducing and analyzing LL_{\infty}-, PP_{\infty}-, and SS_{\infty}-algebras, and thick morphisms in a Z2imesZ\mathbb{Z}_2 imes \mathbb{Z}-graded context.
result Shifted SS_{\infty}-thick morphisms induce LL_{\infty}-morphisms of shifted SS_{\infty}-structures.

We introduce the concept of a graded bundle which is a natural generalization of the concept of a vector bundle and whose standard examples are higher tangent bundles T^nQ playing a fundamental role in higher order Lagrangian formalisms. Graded bundles are graded manifolds in the sense that we can choose an atlas whose…

2011-02-01abs ↗pdf ↗

The geometry of graded principal bundles is discussed in the framework of graded manifold theory of Kostant-Berezin-Leites. In particular, we prove that a graded principal bundle is globally trivial if and only if it admits a global graded section and, further, that the sheaf of vertical derivations on such a bundle co…

1996-05-16abs ↗pdf ↗

The paper defines and studies the category of Z-graded manifolds, including their intrinsic structure and formal properties.

problem Understanding the categorical properties and intrinsic structure of Z-graded manifolds.
method Describing local models, explaining formality, and formulating analogues of theorems.
result Proper definitions of objects and morphisms in the category of Z-graded manifolds, and formulation of Batchelor's theorem.

The paper investigates gradings of complex simple Lie algebras, focusing on 3|3|-gradings and their algebraic structures.

problem Investigating the algebraic structure of 3|3|-gradings of complex simple Lie algebras.
method Completely determining the possible reductive algebras n0\mathfrak{n}_0 and proving the uniqueness of a specific free nilpotent Lie algebra.
result The only free nilpotent Lie algebra of step 3 that appears as the negative part of a 3|3|-grading is the usual 3|3|-grading of the exceptional Lie algebra g2\mathfrak{g}_2.

The paper studies graded manifolds and their functorial relationship.

problem Understanding the functor between two categories of graded manifolds.
method Examines polynomial filtrations and homogeneity structures, applying the Batchelor-Gawedzki theorem and Borel-Whitney theorem.
result The functor is full and surjective on objects between the categories of graded vector bundles and manifolds.

This paper aims at setting out the basics of Z\mathbb{Z}-graded manifolds theory. We introduce Z\mathbb{Z}-graded manifolds from local models and give some of their properties. The requirement to work with a completed graded symmetric algebra to define functions is made clear. Moreover, we define vector fields and ex…

2015-12-09abs ↗pdf ↗

Jacobi algebroids (i.e. `Jacobi versions' of Lie algebroids) are studied in the context of graded Jacobi brackets on graded commutative algebras. This unifies varios concepts of graded Lie structures in geometry and physics. A method of describing such structures by classical Lie algebroids via certain gauging (in the …

2002-07-02abs ↗pdf ↗

Graded bundles are a class of graded manifolds which represent a natural generalisation of vector bundles and include the higher order tangent bundles as canonical examples. We present and study the concept of the linearisation of graded bundle which allows us to define the notion of the linear dual of a graded bundle.…

2014-09-01abs ↗pdf ↗

Geometric structures on NQ\mathbb N Q-manifolds, i.e.~non-negatively graded manifolds with an homological vector field, encode non-graded geometric data on Lie algebroids and their higher analogues. A particularly relevant class of structures consists of vector bundle valued differential forms. Symplectic forms, contac…

2014-06-24abs ↗pdf ↗

Determines algebra structure of complex differential forms operators.

problem Identifying the algebra structure of differential operators on complex-valued differential forms.
method Shows it is the universal enveloping algebra of a graded Lie algebra and determines its cohomology.
result Determines the cohomology of the graded Lie algebra with respect to various inner differentials.

This paper studies graded manifolds of type Δ and their equivalence with n-fold vector bundles.

problem Understanding the relationship between graded manifolds and vector bundles.
method Geometrization process for Zr\mathbb{Z}^r-graded manifolds of type Δ.
result Established an equivalence between a subcategory of n-fold vector bundles and graded manifolds of type Δ.

This is the second in a series of papers laying the foundations for a differential graded approach to derived differential geometry (and other geometries in characteristic zero). In this paper, we extend the classical notion of a dg-algebra to define, in particular, the notion of a differential graded algebra in the wo…

2012-12-16abs ↗pdf ↗

Given a unital associatve graded algebra we construct the graded q-differential algebra by means of a graded q-commutator, where q is a primitive N-th root of unity. The N-th power (N>1) of the differential of this graded q-differential algebra is equal to zero. We use our approach to construct the graded q-differentia…

2005-09-21abs ↗pdf ↗

MGDL refines deep neural networks by training grades sequentially, improving stability.

problem Training deep neural networks is challenging due to nonconvex optimization landscapes.
method MGDL trains deep networks grade by grade, freezing previously learned grades and training new ones to fit residuals.
result MGDL guarantees vanishing error in a fixed-width multigrade ReLU architecture.

Heegaard Floer homology, first introduced by P. Ozsvath and Z. Szabo, associates to a 3-manifold Y a family of relatively graded Abelian groups HF(Y,t), indexed by Spin^c structures t on Y. In the case that Y is a rational homology sphere, Ozsvath and Szabo lift the relative Z-grading to an absolute Q-grading. This ind…

2006-07-31abs ↗pdf ↗

Constructs mixed Hodge structures on Kähler manifolds.

problem Real variations of mixed Hodge structures over compact Kähler manifolds.
method Using Sullivan's 1-minimal models of differential graded algebras associated with real variations of Hodge structures.
result Constructs real variations of mixed Hodge structures.

This work explores symplectic structures on graded manifolds and higher Lie groupoids.

problem Understanding symplectic structures on graded manifolds and their global counterparts.
method Introduction and study of graded manifolds, symplectic Q-manifolds, higher Lie groupoids, and their symplectic structures.
result Developed a graded analogue of Weinstein's tubular neighborhood theorem and explored its applications.

The main goal of the present paper is to construct new invariants of knots with additional structure by adding new gradings to the Khovanov complex. The ideas given below work in the case of virtual knots, closed braids and some other cases of knots with additional structure. The source of our additional grading may be…

2007-10-19abs ↗pdf ↗

We develop a systematic approach to contact and Jacobi structures on graded supermanifolds. In this framework, contact structures are interpreted as symplectic principal GL(1,R)-bundles. Gradings compatible with the GL(1,R)-action lead to the concept of a graded contact manifold, in particular a linear (more generally,…

2011-12-04abs ↗pdf ↗

New approach connects supergravity, string actions, and generalized geometry via graded Poisson structures.

problem Connecting supergravity and string effective actions with generalized geometry.
method Investigates deformations of graded Poisson structures to derive gravity actions.
result Derives gravity actions from natural deformations of a 2-graded symplectic manifold.

We define \textit{graded manifolds} as a version of supermanifolds endowed with an additional Z\mathbb Z-grading in the structure sheaf, called \textit{weight} (not linked with parity). Examples are ordinary supermanifolds, vector bundles over supermanifolds, double vector bundles, iterated constructions like TTMTTM, e…

2001-05-29abs ↗pdf ↗

This thesis generalizes structures on Q\mathcal{Q}-manifolds and Lie nn-algebroids.

problem Representation theory and linear structures of Q\mathcal{Q}-manifolds and Lie nn-algebroids.
method Introduces differential graded modules and representations up to homotopy, defines Weil algebra, and studies VB-Lie nn-algebroids.
result Establishes an equivalence between VB-Lie nn-algebroids and (n+1)(n+1)-term representations up to homotopy of Lie nn-algebroids.

The abstract discusses cohomologies and deformations of Rota-Baxter operators on Lie algebroids and Koszul-Vinberg structures.

problem Characterizing and studying deformations and cohomologies of relative Rota-Baxter operators.
method Constructing graded Lie algebras and studying their Maurer-Cartan elements, cohomology, and deformations.
result Homomorphisms between cohomology groups of relative Rota-Baxter operators and deformation cohomology groups of left-symmetric algebroids.

Study prolongations of nilpotent Lie algebras with specific structural subalgebras.

problem Understanding prolongations of nilpotent Lie algebras with specific structural subalgebras.
method Analyzing finite dimensional almost and quasi-effective prolongations of nilpotent Z-graded Lie algebras, focusing on those with decomposable reductive structural subalgebras.
result Obtained Levi-Malčev and Levi-Chevalley decompositions and precise properties of prolongations.

We study contact structures on nonnegatively-graded manifolds equipped with homological contact vector fields. In the degree 1 case, we show that there is a one-to-one correspondence between such structures (with fixed contact form) and Jacobi manifolds. This correspondence allows us to reinterpret the Poissonization p…

2011-11-21abs ↗pdf ↗

Generative grading improves automated feedback for structured problems.

problem Difficulty in providing high-quality feedback on structured assignments.
method Generative descriptions of student cognition, probabilistic programs, and learning to infer feedback.
result Achieved near-human accuracy in grading and feedback across diverse domains.