population-dynamics

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Two-Parameter Flows for Learning Population Dynamics of Physical Systems

arXiv cs.LG · 2026-05-27 Cached

Proposes two-parameter flows to learn the dynamics of high-dimensional probability densities from unlabeled samples, using conditional flow matching to extract physics-time velocity fields.

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