Proposal for a three-component SQUID polarimeter design that uses bunch magnetic moments and the HSR spin tune of 1/2 to enable noninvasive static and dynamic measurements of full polarization vector including longitudinal component.
ACM \ volume 5 ( number 4 ),\ pages 339–342 NoStop
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A method called the degeneracy distillery uses symbolic transformations to flatten the Fisher information matrix globally from simulations alone, identifying independent parameter combinations and reducing neural posterior estimation simulation budgets by up to 10x.
Krylov complexity is a canonical, parameter-independent measure of operator spreading that probes chaotic dynamics to late times and admits a geometric interpretation in holographic duals.
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The Degeneracy Distillery
A method called the degeneracy distillery uses symbolic transformations to flatten the Fisher information matrix globally from simulations alone, identifying independent parameter combinations and reducing neural posterior estimation simulation budgets by up to 10x.