AI RESEARCH
NUCLEUS-MoE: Unified Model of Pool Boiling for Liquid Cooling
arXiv CS.LG
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ArXi:2605.27722v1 Announce Type: new Two-phase boiling enables heat transfer rates an order of magnitude higher than single-phase cooling, but it remains difficult to model due to the strong coupling between phase change, turbulence, and transport, as well as extreme sensitivity to fluid properties and thermodynamic conditions. Existing learning-based surrogates are either condition- or fluid-specific, limiting generalization and requiring separate models.