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cs.LG 1

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2026 1

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Reduction of Probabilistic Chemical Reaction Networks

cs.LG · 2026-06-26 · unverdicted · novelty 6.0

Recovers factor-graph structure in Napp-Adams CRNs to transport reduction results, yielding smaller networks that preserve belief-propagation fixed points on surviving variables.

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  • Reduction of Probabilistic Chemical Reaction Networks cs.LG · 2026-06-26 · unverdicted · none · ref 5

    Recovers factor-graph structure in Napp-Adams CRNs to transport reduction results, yielding smaller networks that preserve belief-propagation fixed points on surviving variables.