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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.

168,742 papers · 148 categories

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0.4%0.7%1.1%1.4% · Jul 200219922001200920172026
15 results for nonperturbative

This paper improves the neural network-QFT correspondence by nonperturbative renormalization.

problem Understanding neural networks through effective field theory and renormalization.
method Improves Wilsonian renormalization using nonperturbative renormalization group analysis.
result Changing standard deviation in neural networks can be interpreted as a renormalization flow.

We explore two-dimensional sigma models with (0,2) supersymmetry through their chiral algebras. Perturbatively, the chiral algebras of (0,2) models have a rich infinite-dimensional structure described by the cohomology of a sheaf of chiral differential operators. Nonperturbatively, instantons can deform this structure …

2010-01-04abs ↗pdf ↗

We compute the spectral action of SU(2)/ΓSU(2)/Γ with the trivial spin structure and the round metric and find it in each case to be equal to 1Γ(Λ3f^(2)(0)1/4Λf^(0))+O(Λ)\frac{1}{|Γ|} (Λ^3 \hat{f}^{(2)}(0) - 1/4Λ\hat{f}(0))+ O(Λ^{-\infty}). We do this by explicitly computing the spectrum of the Dirac operator for SU(2)/ΓSU(2)/Γ equipped with the trivial …

2010-10-09abs ↗pdf ↗

The purpose of the paper is to introduce some conjectures regarding the analytic continuation and the arithmetic properties of quantum invariants of knotted objects. More precisely, we package the perturbative and nonperturbative invariants of knots and 3-manifolds into two power series of type P and NP, convergent in …

2007-11-12abs ↗pdf ↗

Fateev's sausage sigma models in two and three dimensions are known to be integrable. We study their stability under RG flow in the target space by using results from the mathematics of Ricci flow. We show that the three dimensional sausage is unstable, whereas the two dimensional sausage appears to be stable at least …

2014-09-15abs ↗pdf ↗

We explore the nonperturbative aspects of the chiral algebras of N = (0,2) sigma models, which perturbatively are intimately related to the theory of chiral differential operators (CDOs). The grading by charge and scaling dimension is anomalous if the first Chern class of the target space is nonzero. This has some nont…

2008-01-31abs ↗pdf ↗

The paper computes group factors and properties of Wilson loops in Chern-Simons theory.

problem Computing group factors and properties of Wilson loops in Chern-Simons theory.
method Developed a method for computing group factors of the perturbative series expansion of Wilson loops.
result Provided a combinatorial description of group factors with clear dependence on rank and representation.

Researchers create black holes isometric to extremal Reissner-Nordström.

problem Third law of black hole thermodynamics.
method Novel CkC^k characteristic gluing procedure and scalar field pulses.
result Definitive disproof of the third law of black hole thermodynamics.

Study gluing event horizons of Minkowski and Schwarzschild spacetimes.

problem Gluing event horizons of different spacetimes.
method Nonperturbative, gluing results from Aretakis-Czimek-Rodnianski and Christodoulou's short pulse method.
result Construct examples of vacuum gravitational collapse to very slowly rotating Kerr black holes.

Mathematical construction of Chern-Simons partition function using reflection positivity.

problem Constructing a mathematical framework for Chern-Simons functional integrals.
method Reflection positive functional on Banach space of connections, unitary operators, weak limit.
result Nonperturbative construction of partition function without renormalization.

Study of Chern-Simons theory and link invariants using gauge fields and skein relations.

problem Understanding link invariants and their relations to Chern-Simons theory.
method Differential-geometric methods to extend functional integrals and skein relations for Wilson loops.
result Skein relations for link invariants are shown to be related to the Kauffman bracket polynomial and Jones polynomial.