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math.AP2026
Lower Bounds for Advection-Diffusion Equations: An Exploration with AI-Generated Proofs
Chenyang An, Xiaoqian Xu
We establish explicit lower bounds for advection-diffusion equations in three settings: a polynomial bound for inviscid shears with , a uni…
math.PR2026
Accelerating sampling via asymptotic relaxation enhancing flows
Yuanyuan Feng, Lei Li, Jian-Guo Liu +1
In this paper, we accelerate Langevin Monte Carlo sampling from Gibbs measures by adding a large drift that preserves the invariant measure. For warm-start init…