Modulation-based meta-learning in a Hamiltonian framework enables accurate few-shot adaptation and generalization across parameter space for structure-preserving dynamics without explicit system parameterization.
The total energy is then given by E(q, p, S1, S2) = H(q, p) + E1 + E2 = p2 2m + E1 + E2
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Meta-learning Structure-Preserving Dynamics
Modulation-based meta-learning in a Hamiltonian framework enables accurate few-shot adaptation and generalization across parameter space for structure-preserving dynamics without explicit system parameterization.