For any unitary representation on a finite-dimensional Hilbert space with differential for the Lie algebra , we consider the Hamiltonian evolution For any complexification associated with the root system , we introduce the numerical invariants %\emph{root activity} and \emph{root curvature} functionals \begin{align*} p(X) &\coloneqq \Bigl(\sum{α\inΔ} |x_α|^p ,|dρ(E_α)|{}^p\Bigr)^{1/p}, \quad 1\le p<\infty\ (X) &\coloneqq \Bigl(\sum{α\inΔ} |α(X_0)|^2,|x_α|^2 ,|dρ(E_α)|_{}^2\Bigr)^{1/2}, \end{align*} where is the operator norm on . We first describe how the Hamiltonian is distributed along the directions of root spaces . Our main result shows that for each fixed there exists a constant such that for all sufficiently small . We also introduce a root-gate circuit model and test this on spinchain Hamiltonians on , where root spaces are spanned by matrix units, , and , which gives sharper complexity bounds and dimensionfree representationtheoretic invariants.

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