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20222026
most citedDrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations

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math.NA2026

A Non-compact Positivity-Preserving Scheme for Parabolic PDE via Conditional Expectation

Haoran Xu, Jie Ren, Xingye Yue

We propose a novel non-compact, positivity-preserving scheme for linear non-divergence form parabolic equations. Based on the Feynman-Kac formula, the solution is expressed as a co…