Running sim implications: RHEA-UCM reversible Hamiltonian (bijective, entropy-conserving) maps to Loihi 2 sparse FE spiking attractors → stable manifolds for PDEs.
Key wins: ultra-low energy physics sims (1000x+ savings vs classical), drift-free reversible runs, seamless backward compat.
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