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Deep Learning Method for Stationary Distribution of Reflected Brownian Motion

arXiv cs.LG · 2026-07-10 Cached

This paper presents a deep learning approach that learns the Laplace transform of high-dimensional reflected Brownian motion (RBM) stationary distributions using the basic adjoint relationship. The method demonstrates near-perfect prediction in high-dimensional settings where analytical solutions are unavailable.

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#brownian-motion

@Rossst_03: https://x.com/Rossst_03/status/2071171182548636067

X AI KOLs Timeline · 2026-06-28 Cached

An educational thread explaining the mathematical foundations used by quantitative trading firms like Renaissance Technologies, covering concepts from Bernoulli to Brownian motion.

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