Toward Goal-Agnostic Joint-Embedding Predictive Control of Partial Differential Equations

Jonathan Gallagher, Roberto Guglielmi

We present a goal-agnostic control framework for partial differential equations (PDEs) built around an end-to-end joint-embedding predictive architecture (JEPA). A lightweight 2D v…