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Ehsan Mirafzali

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#machine learning Open access Jan 2026

Holographic generative flows with AdS/CFT

This work builds Generative AdS, an approach to generative flow matching in which the dynamics are represented by the evolution of fields in AdS, together with a residual correction learned by a neural network.

Ehsan Mirafzali, Sanjit Shashi, S. Murdeshwar et al. · 0 citations
Preprint Aug 2026

Logarithmic derivatives of variational and singular stochastic partial differential equations

For a stochastic partial differential equation posed on a Gelfand triple and satisfying the fully local monotone conditions of R\"ockner, Shang and Zhang, we compute the logarithmic derivative of the law of the solution at a fixed time along a prescribed direction of the state space. The formula is intrinsic, being exp...

Ehsan Mirafzali, F. Proske, Razvan Marinescu · 0 citations

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