A quadratic self-test loss derived from the weak-form evolution equation allows robust learning of particle interaction potentials directly from unlabeled data without trajectory recovery.
From the master equation to mean field game limit theory: A central limit theorem.Electronic Journal of Probability, 24:1–54
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Learning interacting particle systems from unlabeled data
A quadratic self-test loss derived from the weak-form evolution equation allows robust learning of particle interaction potentials directly from unlabeled data without trajectory recovery.