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.
Nonparametric inference of interaction laws in systems of agents from trajectory data.Proc
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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.