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#machine learning Preprint Sep 2026

Quenched Ensemble Sampling

Some of the sharpest challenges in sampling from the energy functions of physical systems arise at phase transitions, where the density of states changes abruptly and many sampling algorithms stall. Nested sampling is a particle method that traverses the density of states under a hard energy constraint and is known to...

D. Yallup · 0 citations

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