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Consensus- based optimization on the sphere: convergence to global minimizers and machine learn- ing.J

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Surface Dean--Kawasaki equations

math.PR · 2026-01-11 · unverdicted · novelty 6.0

Derives the surface Dean-Kawasaki equation from Langevin dynamics on hypersurfaces in Monge gauge, including extensions to evolving surfaces and a fluctuation-preserving finite-volume scheme.

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  • Surface Dean--Kawasaki equations math.PR · 2026-01-11 · unverdicted · none · ref 16

    Derives the surface Dean-Kawasaki equation from Langevin dynamics on hypersurfaces in Monge gauge, including extensions to evolving surfaces and a fluctuation-preserving finite-volume scheme.