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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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48 results for qc geometry

Study on qc geometry of spherical qc manifolds and their convex cocompact subgroups.

problem Investigate qc geometry of spherical qc manifolds and their convex cocompact subgroups.
method Construct qc Yamabe operators, Green functions, and spherical qc metrics.
result Prove spherical qc manifolds are scalar positive, negative, or vanishing based on discrete subgroup properties.

The paper establishes sub-gradient estimates and entropy formulas for quaternionic contact geometry heat equations.

problem Developing sub-gradient estimates and entropy formulas for quaternionic contact geometry.
method Establishing sub-gradient estimates and entropy formulas for the quaternionic contact heat equation.
result Two Perelman-type entropy formulas and sub-gradient estimates for the quaternionic contact heat equation.

Study on quaternionic contact structures with integrable complementary distribution.

problem Characterize quaternionic contact structures with integrable complementary distributions.
method Analyze positive definite quaternionic contact (4n+3)(4n+3)-manifolds, focusing on the integrable complementary distribution and its relationship with Sasaki and 3-Sasaki structures.
result Identify a new class of quaternionic contact structures with integrable complementary distributions that are not isomorphic to su(2)\mathfrak{su}(2).

We investigate quaternionic contact (qc) manifolds from the point of view of intrinsic torsion. We argue that the natural structure group for this geometry is a non-compact Lie group K containing Sp(n)H^*, and show that any qc structure gives rise to a canonical K-structure with constant intrinsic torsion, except in se…

2013-06-04abs ↗pdf ↗

Solution to qc Yamabe problem on non-spherical quaternionic contact manifolds.

problem qc Yamabe problem on non-spherical quaternionic contact manifolds
method Existence of qc conformal structure with constant qc scalar curvature proved on compact non-locally spherical qc manifolds
result Existence of qc conformal structure with constant qc scalar curvature on compact non-locally spherical qc manifolds

We describe explicitly all quaternionic contact hypersurfaces (qc-hypersurfaces) in the flat quaternion space $\Hnn$ and the quaternion projective space. We show that up to a quaternionic affine transformation a qc-hypersurface in $\Hnn$ is contained in one of the three qc-hyperquadrics in $\Hnn$. Moreover, we show tha…

2014-06-17abs ↗pdf ↗

Study shows non-umbilical qc hypersurfaces in hyper-Kähler manifolds have specific structures.

problem Characterizing non-umbilical quaternionic contact hypersurfaces in hyper-Kähler manifolds.
method Analyzes properties of quaternionic contact hypersurfaces in hyper-Kähler manifolds, focusing on those that are not totally umbilical.
result Non-umbilical qc hypersurfaces in hyper-Kähler manifolds have induced qc structures locally qc homothetic to the standard 3-Sasakian sphere.

We investigate the Fefferman spaces of conformal type which are induced, via parabolic geometry, by the quaternionic contact (qc) manifolds introduced by O.Biquard. Equivalent characterizations of these spaces are proved: as conformal manifolds with symplectic conformal holonomy of the appropriate signature; as pseudo-…

2010-03-09abs ↗pdf ↗

QC-SPHARM detects Alzheimer's Disease early using hippocampal surface geometry.

problem Early detection of Alzheimer's Disease (AD) using hippocampal surface geometry.
method Spherical harmonics registration, conformality and curvature distortions quantification, t-test feature selection, SVM classification.
result 85.2% testing accuracy on ADNI data, 81.2% on aMCI progression data.

Study heat kernel on quaternionic contact manifolds, finding linear dependence of coefficients on curvature.

problem Analyzing heat kernel on quaternionic contact manifolds.
method Explicit computation of heat kernel coefficients and dependence on curvature.
result Second coefficient of heat kernel's small time asymptotics depends linearly on the qc scalar curvature.

The main result is that the qc-scalar curvature of a seven dimensional quaternionic contact Einstein manifold is a constant. In addition, we characterize qc-Einstein structures with certain flat vertical connection and develop their local structure equations. Finally, regular qc-Ricci flat structures are shown to fibre…

2013-06-03abs ↗pdf ↗

We report on some aspects and recent progress in certain problems in the sub-Riemannian CR and quaternionic contact (QC) geometries. The focus are the corresponding Yamabe problems on the round spheres, the Lichnerowicz-Obata first eigenvalue estimates, and the relation between these two problems. A motivation from the…

2015-04-13abs ↗pdf ↗

The 'anholonomic frame' method (see gr-qc/0005025, gr-qc/0001060 and hep-th/0110250) is applied for constructing new classes of exact solutions of vacuum Einstein equations with off-diagonal metrics in 4D and 5D gravity. We examine several black tori solutions generated by anholonomic transforms with non-trivial topolo…

2001-10-30abs ↗pdf ↗

Quaternion Conformer GAN (QC-GAN) is a parameter-efficient speech enhancement framework that combines a Quaternion Conformer generator with MetricGAN-based training.

problem Speech Enhancement
method Quaternion Conformer GAN
result Achieved a PESQ score of 3.48 with 0.89M parameters, comparable to state-of-the-art models at less than half their size.

Quantum computing improves fault diagnosis in industrial processes.

problem Fault detection and diagnosis in industrial process systems.
method Integrates quantum computing and deep learning to extract features and diagnose faults.
result Quantum-assisted deep learning achieves high fault detection rates (79.2% and 99.39%).

Unified AI system for data quality control and governance in regulated environments.

problem Isolated data quality control steps in existing systems.
method AI-driven framework integrating rule-based, statistical, and AI methods.
result Empirical gains in anomaly detection, reduced manual remediation, improved auditability.

Hybrid QC system for Bengali questions using smart data balancing.

problem Classifying factoid questions in Bengali.
method Two-stage approach with 1D CNN for coarse classification and SGD for fine classification.
result Effectiveness of smart data balancing technique in improving classification accuracy.

This paper analyzes convergence of DP-SGD with adaptive quantile clipping.

problem Empirical success of adaptive clipping methods lacks theoretical understanding.
method Comprehensive convergence analysis of SGD with quantile clipping (QC-SGD).
result Establishes theoretical guarantees for DP-QC-SGD, revealing relationships between quantile selection, step size, and convergence.

The paper proves a Santaló formula for sub-Riemannian structures and applies it to derive inequalities and eigenvalue bounds.

problem Deriving inequalities and eigenvalue bounds for sub-Riemannian structures.
method Sub-Riemannian Santaló formula and reduction procedure for geodesics.
result Sharp lower bound for the first Dirichlet eigenvalue of sub-Laplacian.

QC methods improve reliability of machine learning-based image segmentation.

problem Inaccuracies in machine learning algorithms limit their clinical applicability.
method Analysis and validation of QC approaches for automatic segmentation.
result Aggregation of uncertainty and Dice prediction methods improved segmentation reliability.

Researchers find Fenchel-Nielsen coordinates for asymptotically conformal maps on hyperbolic surfaces.

problem Parametrizing the space of asymptotically conformal maps on hyperbolic surfaces.
method Using Fenchel-Nielsen coordinates, the researchers find parametrizations of the little Teichmüller space and its closure in the length spectrum metric.
result The quotients of Teichmüller spaces are contractible, and Wolpert's lemma on geodesic lengths is not sharp.

Study local invariants and geometry of sub-Laplacian on H-type foliations.

problem Characterize the geometry and invariants of H-type foliations.
method Use Bott connection, scalar curvature, and new invariant to analyze sub-Riemannian geometry.
result Express second heat invariant as a linear combination of scalar curvature and new invariant.

A novel method automates quality control of fMRI scans, improving accuracy and generalizability.

problem Lack of automated QC for fMRI scans limits clinical neuroscience research.
method Train machine learning classifiers using runtime log features to predict scan quality.
result Classifiers trained on FLAG-QC features outperform previous methods (AUC=0.79 vs AUC=0.56).

We explore the consequences of curvature and torsion on the topology of quaternionic contact manifolds with integrable vertical distribution. We prove a general Myers theorem and establish a Cartan-Hadamard result for almost qc-Einstein manifolds.

2014-02-07abs ↗pdf ↗

We show that the fundamental 4-form on a quaternionic contact manifold of dimension at least eleven is closed if and only if the torsion endomorphism of the Biquard connection vanishes. This condition characterizes quaternionic contact structures which are locally qc homothetic to 3-Sasakian structures.

2008-10-21abs ↗pdf ↗

Let X0X_0 be an infinite genus hyperbolic surface (whose boundary components, if any, are closed geodesics or punctures) which has an upper bounded pants decomposition. The length spectrum Teichmüller space Tls(X0)T_{ls}(X_0) consists of all surfaces XX homeomorphic to X0X_0 such that the ratios of the corresponding simple…

2012-09-26abs ↗pdf ↗

The paper proves strong uniqueness and rectifiability of generalized cylindrical singularities in Ricci flow.

problem Proving strong uniqueness and rectifiability of generalized cylindrical singularities in Ricci flow.
method Establishing a Lojasiewicz inequality for the pointed W\mathcal{W}-entropy in Ricci flow under the assumption of geometry near the base point being close to a generalized cylinder.
result Proves strong uniqueness of generalized cylindrical tangent flows and shows that the subset of points with rectifiable Sqck(N)\mathcal{S}^k_{\mathrm{qc}}(N) is horizontally parabolic.

We explore a model of dark matter called wave dark matter (also known as scalar field dark matter and boson stars) which has recently been motivated by a new geometric perspective by Bray. Wave dark matter describes dark matter as a scalar field which satisfies the Einstein-Klein-Gordon equations. These equations rely …

2013-11-24abs ↗pdf ↗

We prove the following stronger verson of the positivity of quasi-local mass stated in gr-qc/0303019: the quasi-local energy (mass) of each connected component of the boundary of a compact spacelike hypersurface which satisfies the local energy condition is strictly positive unless the spacetime is flat along the space…

2004-12-15abs ↗pdf ↗