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.

169,341 papers · 148 categories

Trend · papers per month

1122 · Apr 200019922001200920182026
48 results for LG superpotentials

The study extends Frobenius manifold structures for root systems of type B, C, and D.

problem Existence of Frobenius manifold structures on orbit spaces of extended affine Weyl groups.
method Generalization of previous results for root systems of type B, C, and D, construction of LG superpotentials.
result Existence of Frobenius manifold structures on orbit spaces of extended affine Weyl groups for root systems of type B, C, and D.

Study of B-type LG models on open Riemann surfaces.

problem Understanding triangulated structures and D-branes in open Riemann surface models.
method Investigation of B-type topological Landau-Ginzburg models with arbitrary open Riemann surfaces.
result Complete description of the triangulated structure of the category of topological D-branes.

We classify superpotentials for cohomogeneity one Ricci solitons, finding new ones and proving non-existence in higher dimensions.

problem Classifying superpotentials for cohomogeneity one Ricci solitons.
method Hamiltonian system analysis and specific ansatz constructions.
result New superpotential found and non-existence proven in higher dimensions.

Study finite deformations from heterotic superpotential, leading to new complex effective action.

problem Finite deformations of the Hull--Strominger system.
method Expanding the heterotic superpotential around a supersymmetric vacuum, identifying complex coordinates, and using Maurer--Cartan equation.
result Generalizes complex effective action of Kodaira--Spencer and holomorphic Chern--Simons theory, with a supersymmetric locus described by an L3L_3 algebra.

The paper extends a proposal for effective twisted superpotentials to higher rank.

problem Describing effective twisted superpotentials from class S theories geometrically.
method Introducing higher rank analogues of spectral networks and spectral coordinates, and finding generating functions.
result The generating functions of the effective twisted superpotentials agree with known results.

LR models are shown to represent and be represented by LG processes, with key properties facilitating interest rate consistency and long-term risk factorization.

problem Understanding the relationship between linearity-generating and linear-rational models.
method Comparing and contrasting LG and LR models, showing mutual representation and identifying key properties.
result LR models can represent and be represented by LG processes, with specific properties facilitating interest rate consistency and long-term risk factorization.

We extend our previous classification of superpotentials of ``scalar curvature type" for the cohomogeneity one Ricci-flat equations. We now consider the case not covered in our previous paper, i.e., when some weight vector of the superpotential lies outside (a scaled translate of) the convex hull of the weight vectors …

2007-04-02abs ↗pdf ↗

Let G be a connected Lie group, LG its loop group, and PG->G the principal LG-bundle defined by quasi-periodic paths in G. This paper is devoted to differential geometry of the Atiyah algebroid A=T(PG)/LG of this bundle. Given a symmetric bilinear form on the Lie algebra g and the corresponding central extension of Lg,…

2008-10-24abs ↗pdf ↗

The caloron correspondence can be understood as an equivalence of categories between GG-bundles over circle bundles and LGρS1LG \rtimes_ρS^1-bundles where LGLG is the group of smooth loops in GG. We use it, and lifting bundle gerbes, to derive an explicit differential form based formula for the (real) string class of an…

2010-04-06abs ↗pdf ↗

Establishes correspondence between Calabi-Yau and Landau-Ginzburg structures.

problem Preserving real structures in the Calabi-Yau/Landau-Ginzburg correspondence.
method Detailed analysis of period integrals and modification of real structures.
result Full CY/LG correspondence for tttt^* structures established.

We give a classifying theory for LGLG-bundles, where LGLG is the loop group of a compact Lie group GG, and present a calculation for the string class of the universal LGLG-bundle. We show that this class is in fact an equivariant cohomology class and give an equivariant differential form representing it. We then use t…

2010-05-24abs ↗pdf ↗

We introduce post-Lie algebra structures on pairs of Lie algebras $(\Lg,\Ln)$ defined on a fixed vector space VV. Special cases are LR-structures and pre-Lie algebra structures on Lie algebras. We show that post-Lie algebra structures naturally arise in the study of NIL-affine actions on nilpotent Lie groups. We obtai…

2011-09-01abs ↗pdf ↗

The cohomology ring of certain Lagrangian 3-manifolds is analyzed, influencing quantum Reidemeister torsion and superpotential.

problem Analyzing the cohomology ring of narrow Lagrangian 3-manifolds.
method Using quantum homology and local systems, the paper examines the cohomology ring's structure and its implications on the Landau-Ginzburg superpotential.
result The cohomology ring of narrow Lagrangian 3-manifolds exhibits a dichotomy in its cup product structure, affecting the Landau-Ginzburg superpotential.

We give an overview of our earlier classification results in [DW4] and [DW6] for superpotentials of scalar curvature type of the cohomogeneity one Ricci-flat equations. We then give an account of the classification in the case where the isotropy representation of the principal orbit consists of exactly three distinct i…

2009-09-10abs ↗pdf ↗

In this paper we study several issues related to the generation of superpotential induced by background Ramond-Ramond fluxes in compactification of Type IIA string theory on Calabi-Yau four-folds. Identifying BPS solitons with D-branes wrapped over calibrated submanifolds in a Calabi-Yau space, we propose a general for…

1999-11-03abs ↗pdf ↗

Paper tackles one-bit compressed sensing using PAC learning theory.

problem One-bit compressed sensing problem.
method Formulated as PAC learning problem, uses VC-dimension and PAC learning theory.
result Consistent algorithm can recover kk-sparse vectors with O(klg(n/k))O(k \lg (n/k)) measurements.

Study isometries of Clifford algebras, focusing on Lie algebra structure.

problem Understanding isometries of Clifford algebras and their Lie algebra structure.
method Construct Lie algebra LGr,sLG_{r,s}, compute bracket relations, determine Lie algebra in specific cases.
result Detailed Lie algebra structure of LGr,sLG_{r,s} for F=RF = R.

In the classical Lagrangian approach to conservation laws of gauge-natural field theories a suitable (vector) density is known to generate the so--called {\em conserved Noether currents}. It turns out that along any section of the relevant gauge--natural bundle this density is the divergence of a skew--symmetric (tenso…

2003-11-19abs ↗pdf ↗

New groups and manifolds from Weyl groups, with Frobenius structures.

problem Understanding new extended affine Weyl groups and their properties.
method Developed new Weyl groups and constructed Frobenius manifold structures.
result Existence of Frobenius manifold structures on orbit spaces of new Weyl groups.

5D gauge theories are dual to 3D and 2D models via Floer homologies.

problem Exploring dualities in 5D gauge theories and their 3D and 2D counterparts.
method Using Landau-Ginzburg models and Floer homologies, the paper establishes dualities between different gauge theories and their associated homologies.
result Dual AA_\infty-categories of Floer homologies are derived, proving mirror symmetry and Langlands duality.

Paper presents a nearly invertible mapping between high-dimensional and lower-dimensional spheres.

problem Lack of rigorous mathematical foundation in deep learning algorithms.
method Utilizes Multicomplex rotation groups and polyspherical coordinates to define two maps and a composite LG Fibration.
result Derives a distance difference function to determine invariant inner products under the transformation.

LGS-Net improves NCO performance on combinatorial optimization tasks.

problem NP-hard combinatorial optimization problems in logistics, manufacturing, and drug discovery.
method LGS-Net uses a latent space model that conditions on problem instances and introduces Latent Guided Sampling for efficient inference.
result Empirical results show state-of-the-art performance on benchmark routing tasks.

A new method uses ABC-SMC to infer hybrid models in bioprocesses with limited data.

problem Inference of hybrid models in bioprocesses with limited real data and high uncertainties.
method Approximate Bayesian Computation with Sequential Monte Carlo (ABC-SMC) and linear Gaussian dynamic Bayesian network (LG-DBN) for posterior distribution approximation.
result The method accelerates hybrid model inference and supports process monitoring and robust control.

We consider various generalisations of the string class of a loop group bundle. The string class is the obstruction to lifting a bundle whose structure group is the loop group LGLG to one whose structure group is the Kac-Moody central extension of the loop group. We develop a notion of higher string classes for bundles…

2009-06-26abs ↗pdf ↗

Let GG be a compact Lie group, and let LGLG denote the corresponding loop group. Let (X,ω)(X,ω) be a weakly symplectic Banach manifold. Consider a Hamiltonian action of LGLG on (X,ω)(X,ω), and assume that the moment map $μ: X \to L\fg^*$ is proper. We consider the function μ2:XR|μ|^2: X \to \R, and use a version of Morse theor…

2002-10-02abs ↗pdf ↗

Paper provides statistical guarantees for GNNs in link prediction.

problem Link prediction accuracy in graph neural networks.
method Proposes a linear GNN architecture (LG-GNN) and derives statistical guarantees.
result LG-GNN produces consistent estimators for edge probabilities and has better detection of high-probability edges.

The loop space of the Riemann sphere consisting of all CkC^k or Sobolev Wk,pW^{k,p} maps from the circle S1S^1 to the sphere is an infinite dimensional complex manifold. We compute the Picard group of holomorphic line bundles on this loop space as an infinite dimensional complex Lie group with Lie algebra the first Dolbe…

2006-02-28abs ↗pdf ↗

New bounds show transformers need longer training for length generalization.

problem Understanding when transformers can generalize to longer inputs.
method Analyzing different settings of transformers, providing quantitative bounds.
result Transformers need training data longer than previously thought for length generalization.

Power-law model outperforms logarithmic model in estimating stock and warrant price impacts.

problem Estimating immediate price impacts of stock and warrant orders.
method Used order flow data to estimate price impacts using power-law and logarithmic models.
result Power-law model outperforms logarithmic model in robustness and forecasting accuracy.

The paper proves a conjecture about the dimensions of centralizer algebras related to quantum super-algebras.

problem Proving a conjecture about the dimensions of centralizer algebras.
method Using combinatorial paths in a planar lattice, the authors describe the intertwiner spaces and provide a matrix unit basis.
result The conjecture about the dimensions of centralizer algebras LGnLG_n is proven.

Geometrically constructs energy-tensors for gauge and gravitational fields.

problem Defining natural energy-tensors for gauge and gravitational fields.
method Prolongation of connections to connections of bundles, using the jet space formulation.
result Natural geometric object for joint energy-tensors of matter and gauge fields.

The caloron correspondence is a tool that gives an equivalence between principal GG-bundles based over the manifold M×S1M \times S^1 and principal LGLG-bundles on MM, where LGLG is the Fréchet Lie group of smooth loops in the Lie group GG. This thesis uses the caloron correspondence to construct certain differential f…

2013-09-10abs ↗pdf ↗