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News/AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries
arxiv
PublishedJuly 24, 2026 at 4:00 AM
▲bullish

AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries

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arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2607.20577v1 Announce Type: new Abstract: Physics-based simulations are essential for understanding the electrode-scale discharge behavior of lithium-ion batteries (LIBs) but suffer from prohibitive computational costs. To address this, we introduce a novel deep learning surrogate pipeline bas

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    Swin3D Transformer
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#deep-learning#battery-design#optimization

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Mentioned models
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  • 01
    Swin3D Transformer
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
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#deep-learning#battery-design#optimization

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