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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 contact interactions

Physics-informed GCRL tackles sparse feedback learning with hybrid dynamics.

problem Sparse feedback learning with high-dimensional, hybrid, or contact-dependent dynamics.
method Introduces physics-informed inductive biases into goal-conditioned value learning.
result Contact-rich manipulation tasks degrade existing Pi-GCRL methods.

Study of contact whirl curves in Sasakian Lorentzian 3-manifolds.

problem Understanding the geometric properties of curves in Lorentzian contact manifolds.
method Introducing and analyzing contact whirl curves, deriving differential equations, and proving rigidity phenomena.
result Every non-geodesic Legendre Frenet curve is a contact whirl curve with constant torsion τ=1.

Study of submanifolds in symplectic and contact manifolds using Hausdorff metrics.

problem Understanding the subtle interactions between submanifolds and metrics in symplectic and contact geometry.
method Applying Hausdorff metric to study sequences of submanifolds and proving metric versions of conjectures.
result Proves metric versions of the nearby Lagrangian conjecture and Viterbo conjecture on spectral norm.

Introduces GFC for learning complex dynamical systems with geometric constraints.

problem Challenges in accurately modeling and predicting complex dynamical systems with geometric constraints.
method Geometric Contact Flows (GFC) using Riemannian and Contact geometry as inductive biases.
result Ensemble of contactomorphisms adapt the latent contact Hamiltonian model to target dynamics while preserving desirable properties.

Silent abandonment reduces contact center efficiency by 5%-15%.

problem Measuring customer abandonment and patience in text-based contact centers is challenging due to uncertainty.
method Developed methodologies to identify silent-abandonment customers and estimate customer patience using text analysis and queueing models.
result Silent abandonment accounts for 30%-67% of customer abandonments and reduces system efficiency by 5%-15%.

Study on Ricci solitons and Einstein metrics in weak β-Kenmotsu manifolds.

problem Characterizing Einstein metrics in weak β-Kenmotsu manifolds.
method Adapted \ast-Ricci tensor to weak almost contact manifolds and studied its interaction with weak β-Kenmotsu structures.
result New characteristics of Einstein metrics obtained.

Study develops curvature for contact-sequence networks, revealing temporal dynamics.

problem Lack of geometric analysis for temporal network sequences.
method Develops Forman--Ricci curvature on spatiotemporal prism complexes.
result Two curvature variants disagree on 56-67% of temporal edges.

A new model explains protein interactions via electron delocalization.

problem Understanding how protein interactions affect each other.
method Quantized discrete differential geometry of n-simplices.
result Allosteric regulation follows from the model of interactions.

We study geometry, topology and deformation spaces of noncompact complex hyperbolic manifolds (geometrically finite, with variable negative curvature), whose properties make them surprisingly different from real hyperbolic manifolds with constant negative curvature. This study uses an interaction between Kähler geometr…

1997-01-26abs ↗pdf ↗

Improved sample efficiency in reinforcement learning with deep Gaussian processes.

problem Efficiently learn to control actions with limited interaction data.
method Deep Gaussian processes that simulate dynamics with depth and prior knowledge.
result Significantly improved early sample efficiency across various tasks, including half-cheetah control.

Infectious diseases are studied to understand their spreading mechanisms, to evaluate control strategies and to predict the risk and course of future outbreaks. Because people only interact with a small number of individuals, and because the structure of these interactions matters for spreading processes, the pairwise …

2017-09-26abs ↗pdf ↗

Study on contact Hamiltonian functions for singular contact structures.

problem Understanding infinitesimal contact transformations on singular contact structures.
method Showed injectivity and provided an explicit local formula for the inverse map.
result Explicit local formula for the inverse map when contact structure has singularities of the first type.

The purpose of this article is to study co-dimension 22 iso-contact embeddings of closed contact manifolds. We first show that a closed contact manifold (M2n1,ξM)(M^{2n-1}, ξ_M) iso-contact embeds in a contact manifold (N2n+1,ξN),(N^{2n+1}, ξ_N), provided MM contact embeds in (N,ξN)(N, ξ_N) with a trivial normal bundle and the contact s…

2018-08-13abs ↗pdf ↗

The paper defines and studies contact surgery numbers for contact 3-manifolds.

problem Understanding the minimal number of components of a surgery link describing a contact 3-manifold.
method Defined and studied various versions of contact surgery numbers, relating them to other invariants and computing specific cases.
result There exist infinitely many non-isotopic contact structures on certain manifolds that cannot be obtained by a single rational contact surgery from the standard tight contact 3-sphere.

Study weak quasi contact metric manifolds to generalize K-contact and Sasakian manifolds criteria.

problem Generalize K-contact and Sasakian manifolds criteria using weak quasi contact metric manifolds.
method Study weak quasi contact metric manifolds and generalize theorems for K-contact and Sasakian manifolds.
result Provide new criterions for K-contact and Sasakian manifolds in terms of curvature tensor and geometric objects.

Simplified construction of contact triad connection for analysis.

problem Analyzing contact instanton equation on contact triads.
method Characterization via almost contact structure and construction using almost contact moving frame.
result Simpler and more canonical construction of contact triad connection.

The paper examines conditions for contact surgeries on rational homology 3-spheres.

problem Conditions for contact surgeries on rational homology 3-spheres.
method Analyzes sufficient conditions for contact surgeries using Legendrian knots and links.
result Provides sufficient conditions for surgeries to have vanishing contact invariants or to be overtwisted.

Develops scalable differentiable physics for complex object interactions.

problem Limited scalability of existing differentiable physics solvers.
method Adopting meshes for arbitrary geometry, localized collision handling, and accelerated implicit differentiation.
result Significantly reduces memory and computation requirements compared to particle-based methods.

New contact structures on folded sums of contact mapping tori are tight under certain conditions.

problem Understanding tight contact structures on folded sums of contact mapping tori.
method Alternative bundle-theoretical construction and gluing process near the fold.
result Folded contact structures on folded sums of contact mapping tori are tight under specific conditions.

Study explores weak generalized K-contact structures in contact metric spaces.

problem Exploring weak generalized K-contact structures in contact metric spaces.
method Introducing a weak (κ,μ)(κ,μ) condition and proving existence of K-contact and (κ,μ=2)(κ,μ=2)-structures.
result Existence of K-contact and (κ,μ=2)(κ,μ=2)-structures under certain conditions on the Boeckx invariant.

Local flatness theorem for paraquaternionic contact structures.

problem Local flatness of paraquaternionic contact manifolds.
method Defined paraquaternionic contact conformal curvature tensor and showed local flatness condition.
result Paraquaternionic contact conformal curvature vanishing implies local flatness.

A new approach uses circuit topology to study complex polymer interactions.

problem Understanding structural phase transitions in entangled polymer systems.
method Braided circuit topology framework for multiple-chain systems.
result Circuit topological motif fractions are effective order parameters for structural transitions.

We consider certain type of fiber bundles with odd dimensional compact contact base, exact symplectic fibers, and the structure group contained in the group of exact symplectomorphisms of the fiber. We call such fibrations "contact symplectic fibrations". By a result of Hajduk-Walczak, some of these admit contact struc…

2014-03-20abs ↗pdf ↗

Contact round surgery of contact 3-manifolds is introduced in this paper. By using this method, an alternative proof of the existence of a contact structure on any closed orientable 3-manifold is given. It is also proved that any contact structure on any closed orientable 3-manifold is constructed from the standard con…

2017-03-12abs ↗pdf ↗

The paper connects complex contact structures to specific types of almost contact 3-structures.

problem Understanding the relationship between complex contact structures and almost contact 3-structures.
method Proving that every complex contact structure gives rise to a distinguished almost contact metric 3-structure.
result The paper provides new examples of manifolds with specific contact and almost contact structures.

We introduce and study the notion of contact dual pair adopting a line bundle approach to contact and Jacobi geometry. A contact dual pair is a pair of Jacobi morphisms defined on the same contact manifold and satisfying a certain orthogonality condition. Contact groupoids and contact reduction are the main sources of …

2019-03-12abs ↗pdf ↗

Study contact structures on specific manifolds, proving infinite non-isotopic structures and tight/overtwisted classifications.

problem Classifying contact structures with specific contact surgery numbers on Brieskorn spheres and lens spaces.
method Algorithm for computing Euler class from rational contact surgery, Legendrian knot classification, and analysis of contact structures.
result Infinitely many non-isotopic contact structures on Brieskorn spheres and lens spaces cannot be obtained by a single rational contact surgery.

Contact round surgeries on (S3,ξst)(\mathbb{S}^3,ξ_{st}) help in constructing and understanding contact 3-manifolds.

problem Constructing contact 3-manifolds using Legendrian surgeries.
method Introducing contact round surgeries of indices 1 and 2, and associating them with surgery diagrams.
result Every closed connected contact 3-manifold can be obtained by a sequence of contact round surgeries on Legendrian knots in (S3,ξst)(\mathbb{S}^3,ξ_{st}).

Contact surgeries yield algebraically overtwisted manifolds.

problem Understanding algebraically overtwisted contact manifolds through surgeries.
method Contact (+1)(+1)-surgeries on Legendrian spheres in flexibly fillable contact manifolds.
result Yielding algebraically overtwisted manifolds when the Legendrian's homology class is not annihilated.

A contact projective structure is a contact path geometry the paths of which are among the geodesics of some affine connection. In the manner of T.Y. Thomas there is associated to each contact projective structure an ambient affine connection on a symplectic manifold with one-dimensional fibers over the contact manifol…

2004-02-20abs ↗pdf ↗