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Generative design and optimiza- tion of battery packs with active immersion cooling,

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eess.SY 1

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2026 1

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Generative Design for Direct-to-Chip Liquid Cooling for Data Centers

eess.SY · 2026-04-13 · unverdicted · novelty 5.0

A closed-loop generative framework using finite-difference thermal modeling and constrained reaction-diffusion produces cooling channels for the NVIDIA GB200 that cut average chip temperature by more than 5°C and maximum temperature by over 35°C versus a standard parallel-channel baseline.

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  • Generative Design for Direct-to-Chip Liquid Cooling for Data Centers eess.SY · 2026-04-13 · unverdicted · none · ref 10

    A closed-loop generative framework using finite-difference thermal modeling and constrained reaction-diffusion produces cooling channels for the NVIDIA GB200 that cut average chip temperature by more than 5°C and maximum temperature by over 35°C versus a standard parallel-channel baseline.