A two-stage weak-form learning method recovers pseudo-potential and rotation in non-gradient generalized diffusions by combining first-moment evolution, an energy dissipation law, and a weighted orthogonality penalty.
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Moment Estimate and Variational Approach for Learning Generalized Diffusion with Non-gradient Structures
A two-stage weak-form learning method recovers pseudo-potential and rotation in non-gradient generalized diffusions by combining first-moment evolution, an energy dissipation law, and a weighted orthogonality penalty.