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Variational Evolutionary Network for Statistical Physics Systems

cond-mat.dis-nn · 2024-12-21 · reject · novelty 4.0

A neural-network variational sampler with an evolutionary flip-and-select operator is proposed for spin models, but its theoretical upper-bound proof assumes uniform random candidates and does not apply to the actual sampling process.

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  • Variational Evolutionary Network for Statistical Physics Systems cond-mat.dis-nn · 2024-12-21 · reject · none · ref 5

    A neural-network variational sampler with an evolutionary flip-and-select operator is proposed for spin models, but its theoretical upper-bound proof assumes uniform random candidates and does not apply to the actual sampling process.