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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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0111 · Apr 201619922001200920182026
2 results for “Vlasov-Fokker-Planck”
Diffusion limit for Vlasov-Fokker-Planck Equation in bounded domainsmath.AP

Study approximates kinetic VFP in bounded domains using weak compactness.

problem Approximating Vlasov-Fokker-Planck in bounded domains with boundary conditions.
method Weak compactness in weighted Hilbert space, construction of test functions.
result Derives diffusion approximation for Vlasov-Fokker-Planck in bounded domains.
Vlasov-Fokker-PlanckDiffusion approximationKinetic equationBounded domainsSpecular reflection
2016-04-28abs ↗pdf ↗
From particle swarm optimization to consensus based optimization: stochastic modeling and mean-field limitmath.NA

The paper connects PSO and CBO methods using stochastic modeling and mean-field limits.

problem Global optimization problems with particle swarm optimization and consensus based optimization.
method Stochastic differential equations and mean-field approximation to derive macroscopic hydrodynamic equations.
result Derives mean-field approximation for PSO and links it to CBO methods.
particle swarm optimizationconsensus based optimizationmean-field limitstochastic differential equationsglobal optimization
2020-12-10abs ↗pdf ↗