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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.

169,341 papers · 148 categories

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10203040 · May 202619922001200920182026
48 results for tensorial description

Let (Q~,g)(\tilde Q,g) be a para-quaternionic Hermitian structure on the real vector space VV. By referring to the tensorial presentation (V,Q~,g)(H2E2n,sl(H),ωHωE)(V, \tilde{Q},g) \simeq (H^2 \otimes E^{2n}, \mathfrak{sl}(H),ω^H \otimes ω^E), we give an explicit description, from an affine and metric point of view, of main classes of subspaces…

2010-11-12abs ↗pdf ↗

The paper defines constraints for commuting endomorphisms in generalized tangent bundles.

problem Identifying constraints for commuting endomorphisms in generalized tangent bundles.
method Using Gröbner basis techniques to construct and study tensors forming ideals.
result Explicit construction and study of tensors forming ideals of commuting endomorphisms.

Study peels tensor equations on Schwarzschild spacetime.

problem Analyzing the asymptotic behavior of tensorial wave equations on Schwarzschild spacetime.
method Combining conformal compactification and vector field techniques to estimate tensorial field energies.
result Obtains optimal initial data for peeling at all orders.

New space of tensorial bodies defined, properties and representatives studied.

problem Characterizing convex bodies in tensor norms.
method Introduced a new space of tensorial bodies, defined a Banach-Mazur distance, and proved existence of a compact type compactum.
result Topological representatives for the space of tensorial bodies and the Banach-Mazur type compactum are given.

Developed a new symmetric hyperbolic formulation for Einstein-Yang-Mills system.

problem Future stability of solutions of the Einstein-Yang-Mills system with arbitrary dimension.
method Tensorial symmetric hyperbolic formulation and local well-posedness for Cauchy problem.
result Established local well-posedness for the Cauchy problem of EYM equations in the temporal gauge.

Proves energy estimates for tensorial wave equations, decoupling components for stability proof.

problem Proving stability of (1+3)(1+3)-Minkowski space-time with various non-linearities.
method Decouples energy estimates for tensorial wave equations, exploiting tensorial structure and Lie derivatives.
result Decoupled energy estimates for tensorial solutions, allowing new stability proofs.

Tensorial Mixture Models combine tractable structure with rich distribution representation.

problem Lack of tractable marginalization in generative models.
method Derived from tensor analysis, TMMs use simple convolutional networks and leverage theoretical analyses.
result Tensorial Mixture Models deliver state-of-the-art accuracies in classification tasks with missing data.

Paper shows invertibility of tensor X-ray transform on certain manifolds.

problem Invertibility of tensor X-ray transform on asymptotically conic manifolds.
method Used 1-cusp pseudodifferential operator algebra and modified solenoidal gauge condition.
result Invertibility of tensor X-ray transform up to natural obstruction.

Tensorial Neural Networks improve neural network compression and performance.

problem Efficiently compressing neural networks while maintaining or improving performance.
method Introducing tensor operations on high-order operands to solve hierarchical nonlinear tensor decomposition using stochastic gradient descent.
result TNNs achieve up to 5% test accuracy improvement on CIFAR10 compared to state-of-the-art compression methods.

Study finds conditions for operator fields to be in strictly upper triangular form in small dimensions.

problem Jordan-Chevalley decomposition for operator fields in small dimensions.
method Tensorial conditions and proof of conjecture for higher order brackets.
result Proves Tempesta-Tondo conjecture for higher order brackets.

A novel method computes Wigner kernels for atomic environments, achieving state-of-the-art accuracy.

problem Efficiently describing local atomic environments in materials science.
method Computes fully equivariant and body-ordered kernels iteratively, independent of basis.
result Achieves state-of-the-art accuracy on the QM9 benchmark dataset.

Using the tractor calculus to study smooth metric measure spaces, we adapt results of Gover and Nurowski to give sharp metric obstructions to the existence of quasi-Einstein metrics on suitably generic manifolds. We do this by introducing an analogue of the Weyl tractor WW to the setting of smooth metric measure space…

2011-10-13abs ↗pdf ↗

Paper proposes a new algorithm for joint blind source separation using tensorial methods.

problem Joint blind source separation of multi-set data.
method Double coupled canonical polyadic decomposition (DC-CPD) with algebraic approach.
result Deterministic and exact solution for noiseless case, effective initialization for noisy case.

The paper proves volume stability for hyperbolic manifolds and applies it to general relativity.

problem Volume stability of hyperbolic manifolds and its implications in general relativity.
method Sharp volume-stability theorem for closed hyperbolic three-manifolds, tensorial \(C^0\)-convergence.
result Near-equality in the sharp hyperbolic volume bound forces tensorial \(C^0\)-convergence to the hyperbolic metric.

TACE unifies scalar and tensorial modeling in Cartesian space for accurate, stable, and efficient atomistic predictions.

problem Complexity and challenges in equivariant atomistic machine learning models.
method Tensor Atomic Cluster Expansion (TACE) in Cartesian space, decomposing local environments into irreducible Cartesian tensors (ICT).
result Universal invariant and equivariant embeddings, enabling explicit control at inference.

Capsule Neural Networks classify graphs from categorical features and relationships.

problem Graph classification in scientific domains, especially with varying graph sizes and features.
method Explicit tensor representations, Capsule Network for classification.
result Capsule Network model performs competitively with state-of-the-art models.

Study non-homogeneous operators in 1+0 systems, classifying and analyzing their geometric properties.

problem Classify and analyze geometric properties of non-homogeneous operators in 1+0 systems.
method Complete classification of Casimir functions, tensorial criteria for compatibility, bi-pencils definition.
result Found geometric connections with Nijenhuis geometry, proving compatibility results.

Smooth deformations of a Minkowski type metric in a four-dimensional space-time manifold are considered. Deformations of the basic spin-tensorial fields associated with this metric are calculated and their application to calculating the energy-momentum tensor of a massive spin 1/2 particle is shown.

2007-09-10abs ↗pdf ↗

A new geometric method approximates slow invariant manifolds without explicit time-scale separation.

problem Approximating slow invariant manifolds in systems with multiple time-scales.
method Geodesic Stretching and Flow Curvature methods translated into tensorial constructions of Riemannian geometry.
result The method approximates normally attracting invariant manifolds without requiring explicit time-scale separation.

A conformal structure on a manifold MnM^n induces natural second order conformally invariant operators, called Möbius and Laplace structures, acting on specific weight bundles of MM, provided that n3n\ge 3. By extending the notions of Möbius and Laplace structures to the case of surfaces and curves, we develop here th…

2014-11-17abs ↗pdf ↗

In a fibre bundle, natural derivatives of a section are defined as tangent vector fields on the image of a section of the fibre bundle. A local extension to vector fields in the tangent bundle leads to a direct proof of the formula expressing the curvature of a connection in terms of covariant derivatives. The result i…

2011-07-08abs ↗pdf ↗

Proves stability of Minkowski space-time for Einstein-Yang-Mills equations.

problem Stability of Minkowski space-time for perturbations governed by Einstein-Yang-Mills equations.
method Proves exterior energy estimates for tensorial non-linear wave equations in Minkowski space-time.
result Proves exterior stability of Minkowski space-time for Einstein-Yang-Mills equations.

Study fourth-order geometric flow of shape operator for co-dimension one immersions.

problem Analyzing the geometry of isometric immersions in Riemannian manifolds.
method Introduce a moduli flow to decrease curvature variation energy.
result The flow decreases a natural energy measuring curvature variation.

Study proves global existence and decay for complex wave equations.

problem Global existence and decay for quasilinear wave equations with weak-null condition.
method Novel decoupling of higher order energy estimates, focusing on tangential components.
result Established global existence and decay for solutions with small data.

Establishes lower bounds for weighted Ricci curvature and applies to heat flow inequalities.

problem Understanding weighted Ricci curvature and its implications.
method Introduces weighted intermediate Ricci curvature and establishes lower bounds with equivalent characterizations.
result Derives intrinsic-dimensional evolution variational inequalities and Wasserstein contraction estimates for the heat flow.

In this paper we characterize sprays that are metrizable by Finsler functions of constant flag curvature. By solving a particular case of the Finsler metrizability problem we provide the necessary and sufficient conditions that can be used to decide whether or not a given homogeneous system of second order ordinary dif…

2012-12-06abs ↗pdf ↗

Survey article analyzes pseudoholomorphic curves on symplectization via contact instantons.

problem Analyzing pseudoholomorphic curves on symplectization.
method Using contact instantons and a coordinate-free covariant tensorial calculus.
result Stronger and more accurate a priori estimates for pseudoholomorphic curves.

We reformulate ten-dimensional type II supergravity as a generalised geometrical analogue of Einstein gravity, defined by an O(9,1)×O(1,9)O(10,10)×R+O(9,1)\times O(1,9)\subset O(10,10)\times\mathbb{R}^+ structure on the generalised tangent space. Using the notion of generalised connection and torsion, we introduce the analogue of the Levi-C…

2011-07-08abs ↗pdf ↗

Study on the topology of tensorial bodies, showing they are homeomorphic to a product space.

problem Topology of tensorial bodies in high-dimensional spaces.
method Analyzing hyperspaces of convex bodies associated to tensor norms, determining homeomorphism type.
result Homeomorphic to a product space of the Hilbert cube and a Euclidean space.

This research examines anisotropic conformal transformations of pseudo-Finsler surfaces.

problem Investigating anisotropic conformal transformations of conic pseudo-Finsler surfaces.
method Using modified Berwald frame, the study finds necessary and sufficient conditions for anisotropic conformal transformations and analyzes geometric properties.
result Necessary and sufficient conditions for anisotropic conformal transformations of pseudo-Finsler surfaces are derived.

Machine learning models accurately predict molecular magnetic anisotropy tensors.

problem Accurately modeling molecular magnetic anisotropy tensors.
method Gaussian-moment neural-network approach for machine learning.
result Achieved accuracy of 0.3--0.4 cm1^{-1} for magnetic anisotropy tensor predictions.

Topology of isometric classes and flows of geometric structures

problem Topology of isometric classes and flows of geometric structures
method Revisiting flows of tensorial HH-structures
result The natural map assigning to an HH-structure its induced Riemannian metric is surjective and satisfies a parametric homotopy lifting property.

A tensorial approach to the theory of classical Hamiltonian integrable systems is proposed, based on the geometry of Haantjes tensors. We introduce the class of symplectic-Haantjes manifolds (or ωHω\mathscr{H} manifolds), as a natural setting where the notion of integrability can be formulated. We prove that the existe…

2014-05-20abs ↗pdf ↗