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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.

169,341 papers · 148 categories

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48 results for linear energy growth

In this paper we formulate a geometric theory of the mechanics of growing solids. Bulk growth is modeled by a material manifold with an evolving metric. Time dependence of metric represents the evolution of the stress-free (natural) configuration of the body in response to changes in mass density and "shape". We show t…

2009-11-24abs ↗pdf ↗

Study on existence of ground states on curved spaces with conditions on potential growth.

problem Existence of ground states for aggregation-diffusion models on Cartan-Hadamard manifolds.
method Investigation of a free energy functional on Cartan-Hadamard manifolds, considering entropy and interaction energies.
result Necessary and sufficient conditions for existence of ground states are found, depending on the growth of the attractive potential.

Finite Morse index implies finitely many ends and linear energy growth for solutions to the Allen-Cahn equation.

problem Proving finite ends and linear energy growth for solutions to the Allen-Cahn equation.
method Curvature decay estimate on level sets, indirect blow-up technique, Toda system analysis.
result Finite Morse index implies finitely many ends and linear energy growth for solutions to the Allen-Cahn equation.

Study on kk-surfaces in negatively curved 3-manifolds, focusing on energy and entropy.

problem Understanding the growth rate and asymptotic behavior of kk-surfaces in negatively curved 3-manifolds.
method Proved results on the asymptotic behavior of high energy kk-surfaces, including upper bounds and rigidity theorems.
result Determined a rigid upper bound for the growth rate of quasi-Fuchsian kk-surfaces in negatively curved 3-manifolds.

This article derives prognostic expressions for the evolution of globally aggregated economic wealth, productivity, inflation, technological change, innovation and growth. The approach is to treat civilization as an open, non-equilibrium thermodynamic system that dissipates energy and diffuses matter in order to sustai…

2013-06-15abs ↗pdf ↗

In many European countries the growth of the real GDP per capita has been linear since 1950. An explanation for this linearity is still missing. We propose that in artificial intelligence we may find models for a linear growth of performance. We also discuss possible consequences of the fact that in systems with linear…

2015-08-18abs ↗pdf ↗

Study sequences of solutions to Taubes's Seiberg-Witten equations with unbounded energy.

problem Behavior of solutions with unbounded energy and their limiting nodal sets.
method Novel maximum principle for unbounded energy solutions, connection to vector field dynamics.
result Limiting nodal set converges to invariant set of vector field XX for slow energy growth.

FPDeep accelerates CNN training on FPGA clusters with high parallelism and energy efficiency.

problem Scaling DNN training to large clusters with high utilization and balanced workload.
method Hybrid model and layer parallelism, fine-grained pipeline, balanced workload partitioning.
result FPDeep achieves high parallelism and utilization, reducing storage demand to on-chip memory.

We prove that the semistability growth of hyperbolic groups is linear, which implies that hyperbolic groups which are sci (simply connected at infinity) have linear sci growth. Based on the linearity of the end-depth of finitely presented groups we show that the linear sci is preserved under amalgamated products over f…

2013-12-03abs ↗pdf ↗

The paper studies energy levels between non-homotopic maps on manifolds, finding sharp growth rates as the energy parameter approaches the manifold's dimension.

problem Finding energy levels between non-homotopic maps on Riemannian manifolds.
method Constructing paths and using homotopy classes to estimate energy levels, proving sharp growth rates as the energy parameter approaches the manifold's dimension.
result Sharp growth rates of energy levels as the energy parameter approaches the manifold's dimension, with lower bounds established.

Let GG be a virtually special group. Then the residual finiteness growth of GG is at most linear. This result cannot be found by embedding GG into a special linear group. Indeed, the special linear group SLk(Z)\text{SL}_k(\mathbb{Z}), for k>2k > 2, has residual finiteness growth nk1n^{k-1}.

2014-02-27abs ↗pdf ↗

The paper analyzes MENA region's energy consumption and policy needs for renewable energy.

problem High dependency on oil and low renewable energy penetration in MENA region.
method Analysis of World Bank datasets and policy portfolio in MENA countries.
result MENA region has high potential for solar energy but faces challenges in decoupling economic growth from energy consumption.

For those concerned with the long-term value of their accounts, it can be a challenge to plan in the present for inflation-adjusted economic growth over coming decades. Here, I argue that there exists an economic constant that carries through time, and that this can help us to anticipate the more distant future: global…

2012-11-13abs ↗pdf ↗

Mathematical study of excess growth rate connects info theory with finance.

problem Understanding the excess growth rate in portfolio theory.
method Axiomatic characterization theorems of excess growth rate in terms of relative entropy, Jensen's inequality gap, and logarithmic divergence.
result Established rich connections between information theory and finance.

Uniqueness of asymptotic limits for Ricci-flat manifolds with linear volume growth is proven.

problem Proving uniqueness of asymptotic limits for noncollapsed Ricci flat manifolds with linear volume growth.
method Relating uniqueness to the existence of a harmonic function asymptotic to a Busemann function, proving uniqueness via a monotone quantity.
result Proves uniqueness of the asymptotic limit and establishes a polynomial convergence rate.

Paper presents a model to measure economic growth and development.

problem Measuring relative economic growth of different systems.
method S-Shaped model with linear representation to indicate growth, development, or underdevelopment.
result Model accurately measures economic growth and development of regions and macro regions.

Every production-recycling iteration accumulates an inevitable proportion of its matter-energy in the environment, lest the production process itself would be a system in perpetual motion, violating the second law of Thermodynamics. Such high-entropy matter depletes finite stocks of ecosystem services provided by the e…

2013-09-09abs ↗pdf ↗

The paper proves unique constant solutions for maps with p-Ginzburg-Landau energy.

problem Finding unique constant solutions for maps with p-Ginzburg-Landau energy.
method Assuming growth conditions or asymptotic conditions for the p-Ginzburg-Landau energy, the paper establishes Liouville type theorems.
result Establishes unique constant solutions for constant Dirichlet boundary value problems on starlike domains.

Study on sphere-valued maps, proving energy convergence and current limits.

problem Understanding the behavior of sphere-valued Sobolev maps as their energy grows.
method Proving Gamma-convergence of pp-energies to the mass of an integral current.
result Jacobian convergence to an area-minimizing current in a cobordism class.

GLMM trees identify subgroups with different growth patterns in longitudinal data.

problem Identifying subgroups with distinct growth trajectories in longitudinal studies.
method Extended GLMM trees for longitudinal data.
result Extended GLMM trees outperform other methods in accuracy and speed.

The study proves manifolds with specific curvature and volume properties always split off a line at infinity.

problem Understanding the geometry at infinity of manifolds with linear volume growth and nonnegative Ricci curvature.
method Analyzing properties of Busemann functions and constructing examples.
result Manifolds with the specified properties always split off a line at infinity, with bounded diameter of level sets of Busemann functions.

Study submanifolds in gradient Ricci solitons with bounded curvature, proving volume growth properties.

problem Volume growth of submanifolds in gradient Ricci solitons with bounded weighted mean curvature.
method Analyzing submanifolds in shrinking gradient Ricci solitons with bounded weighted mean curvature vector.
result Proves polynomial and at least linear volume growth for submanifolds under certain conditions.

Proves effective linear volume growth for 3-manifolds with positive scalar curvature.

problem Volume growth of three-manifolds with positive scalar curvature.
method Utilizes the technique of μ-bubbles and almost-splitting theorem.
result Proves effective linear volume growth for 3-manifolds with non-negative Ricci curvature and uniformly positive scalar curvature.

The paper splits manifolds using infinity harmonic functions with linear growth.

problem Splitting manifolds with specific harmonic functions.
method Analyzes manifolds with non-negative Ricci or sectional curvature, focusing on infinity harmonic functions with linear growth.
result Extends Savin's theorem to surfaces with non-negative sectional curvature.

Curves in higher dimensions are either affine or have super-Euclidean energy growth.

problem Characterizing entire conformal curves in higher-dimensional spaces.
method Blow-down argument and interaction of generalized Cauchy--Riemann equations with calibrated geometries.
result Entire conformal curves are either affine or have super-Euclidean energy growth.