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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.

168,695 papers · 148 categories

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3468102136 · Jun 202019922001200920172026
48 results for production lines

LineFlow is a framework for training RL agents to control production lines.

problem Designing control systems for production lines is challenging.
method Introduces LineFlow, an extensible Python framework for simulating and training RL agents.
result RL agents approach optimal performance in well-understood scenarios but face challenges in complex industrial lines.

Study the monodromy and center-focus problems for rational maps defined by products of generic lines.

problem Monodromy and center-focus problems for rational maps defined by products of generic lines.
method Analyze the 1-homology group and meromorphic 1-forms to characterize vanishing Abelian integrals.
result Characterize meromorphic 1-forms whose Abelian integrals vanish on cycles around a center singularity.

This paper is a more succinct version of the author's 1993 UCLA mathematics thesis. It proves that any group quasi-isometric to the product of the hyperbolic plane with the real line is a finite extension of a cocompact lattice in either the isometry group of the product of the hyperbolic plane with the real line or th…

2000-05-25abs ↗pdf ↗

In this note we present a characterization of those open n-manifolds (n>4), whose products with the real line are homeomorphic to interiors of compact (n+1)-manifolds with boundary.

2006-01-10abs ↗pdf ↗

The notion of a local line bundle on a manifold, classified by 2-cohomology with real coefficients, is introduced. The twisting of pseudodifferential operators by such a line bundle leads to an algebroid with elliptic elements with real-valued index, given by a twisted variant of the Atiyah-Singer index formula. Using …

2007-12-30abs ↗pdf ↗

We carry out a Painlevé analysis to find the cases where the cohomogeneity one steady Ricci soliton equation can be integrable. We concentrate on two classes of solitons: warped products and complex line bundles over a Fano Kähler Einstein base. For warped products, the analysis singles out the case with one factor whe…

2018-02-28abs ↗pdf ↗

A MARL system improves productivity on a metallurgical pickling line.

problem Improving productivity on a metallurgical pickling line.
method Combines mathematical modeling and Multi-Agent Reinforcement Learning (MARL).
result Significant improvement in automation systems.

Study of monodromy and vanishing cycles for complete intersection curves.

problem Computing topological monodromy of complete intersection curves.
method Innovative tools for studying monodromy of tensor products of very ample line bundles, induction on multi-degree.
result Answer given by the r-spin mapping class group associated to the maximal root of the adjoint line bundle.

Our aim is to generalize the result that two generic complex line arrangements are equivalent. In fact for a line arrangement A we associate its defining polynomial, the product of a_ix+b_iy+c_i, so that A = (f=0). We prove that the defining polynomials of two generic line arrangements are, up to a small deformation, t…

2012-05-10abs ↗pdf ↗

This paper describes the behavior of sequences of solutions to the Kapustin-Witten equations with Nahm pole asymptotics on the product of the half-line with a compact, oriented, Riemannian 3-manifold. These sequences have sub-sequences that either converge to another solution after acting term-wise by an automorphism o…

2018-05-07abs ↗pdf ↗

Study stability of operators on warped product manifolds.

problem Stability of operators on warped product manifolds.
method Examined the family of operators La=ΔaSL_a=Δ-aS in a warped product of an infinite interval or real line by a compact manifold.
result Stability of the operators LaL_a was studied in a specific type of manifold.

Proposes using entity embedding vectors to improve Gaussian Process models for knowledge transfer across cell lines.

problem Lack of reuse of experimental data for predicting novel processes.
method Hybrid Gaussian Process models with entity embedding vectors to represent product identity.
result Improved performance in predicting novel processes compared to traditional methods.

Ensuring that all supposedly valid configurations of a software product line (SPL) lead to well-formed and acceptable products is challenging since it is most of the time impractical to enumerate and test all individual products of an SPL. Machine learning classifiers have been recently used to predict the acceptabilit…

2018-05-30abs ↗pdf ↗

A mathematical paradox shows secant planes don't always form a tangent plane, but some analogies hold with a specific vector product.

problem Secant planes of a two-variable smooth function do not always form a tangent plane, even for simple polynomials.
method Analogies with the one-variable case are explored, using Clifford's geometric vector product.
result Some analogies with the one-variable case still hold in the multi-variable context with a specific vector product.

We show that normalized currents of integration along the common zeros of random mm-tuples of sections of powers of mm singular Hermitian big line bundles on a compact Kähler manifold distribute asymptotically to the wedge product of the curvature currents of the metrics. If the Hermitian metrics are Hölder with sing…

2015-06-04abs ↗pdf ↗

We give an explicit description of rational curves in the product of three copies of complex projective lines, which are transformed into twistor lines in M. Nagata's example of non-projective complete algebraic variety, viewed as the twistor space of Eguchi-Hanson metric. In particular, we show that there exist two fa…

2006-08-18abs ↗pdf ↗

Approximating non-linear kernels using feature maps has gained a lot of interest in recent years due to applications in reducing training and testing times of SVM classifiers and other kernel based learning algorithms. We extend this line of work and present low distortion embeddings for dot product kernels into linear…

2012-01-31abs ↗pdf ↗

Characterizes certain Kähler manifolds with doubly-warped product structures.

problem Understanding Kähler manifolds with specific geometric properties.
method Obata-type characterization for Kähler manifolds with doubly-warped product structures.
result Complete description of Kähler doubly-warped product structures with Einstein metrics.

The special nature of gradient Yamabe soliton equation which was first observed by Cao-Sun-Zhang\cite{CaoSunZhang} shows that a complete gradient Yamabe soliton with non-constant potential function is either defined on the Euclidean space with rotational symmetry, or on the warped product of the real line with a manifo…

2011-09-11abs ↗pdf ↗

We study quotients Γ\HnΓ\backslash \mathbb H^n of the nn-fold product of the upper half plane H\mathbb H by irreducible and torsion-free lattices Γ<PSL2(R)nΓ< PSL_2(\mathbb R)^n with the same Betti numbers as the nn-fold product (P1)n(\mathbb P^1)^n of projective lines. Such varieties are called fake products of projective lines…

2014-11-12abs ↗pdf ↗

The paper establishes conditions for optimal sampling configurations on complex manifolds.

problem Finding optimal sampling configurations on complex manifolds.
method Analyzes point configurations on compact complex manifolds using tensor powers of Hermitian ample line bundles.
result Necessary and sufficient conditions for the existence of asymptotically Fekete sequences.

For a very ample line bundle L on a compact connected complex manifold X, with a real structure, we discuss entanglement properties of certain sequences of vectors in tensor products of spaces of holomorphic sections of powers of L.

2018-06-26abs ↗pdf ↗

Active learning improves inspection systems by using weakly labeled data.

problem Rapidly updating machine vision inspection systems in evolving manufacturing processes.
method Developed a methodology for active learning from weakly labeled data, addressing covariate shift with domain-adversarial training.
result Demonstrated that active learning can accelerate the annotation process and reduce false positives.

The paper classifies λ-biharmonic hypersurfaces in product spaces.

problem Characterizing λ-biharmonic hypersurfaces in product spaces.
method Analyzing λ-biharmonic hypersurfaces in L^{m} imes\mathbb{R} and L^{m}(c) imes\mathbb{R} with various constraints.
result λ-biharmonic hypersurfaces in L^{m} imes\mathbb{R} are either minimal or vertical cylinders.

New algebraic framework for Jacobi manifolds connects geometric mechanics and dimensional analysis.

problem Lack of clear algebraic interpretation for Jacobi manifolds.
method Developed a dimensioned algebra approach to capture algebraic counterparts of Jacobi manifolds.
result Poly-Jacobi manifolds provide a new connection between geometric mechanics and dimensional analysis.

A Coxeter link is a closure of a product of two braids, one being a quasi-Coxeter element and the other being a product of partial full twists. This class of links includes torus knots \(T_{n,k}\) and torus links \(T_{n,nk}\). We identify the knot homology of a Coxeter link with the space of sections of a particular li…

2017-05-31abs ↗pdf ↗