Adaptive second-order discretizations beat entropy rate for optimal diffusion solvers

LucaAmb · x · 2026-10-10

Luca Ambrogioni's lab shares the first paper of bachelor's student Ella Kemperman: while second-order solvers offer impressive sampling acceleration, entropy rate alone cannot find optimal discretizations. The paper introduces a family of adaptive second-order discretizations that solve this. arXiv link and open-source GitHub code are available.

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