用预训练MLIP隐空间替代不确定性估计实现高效活性学习


文档摘要

Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPs ——深度解读:预训练势函数的隐空间几何如何重构主动学习范式 📋 论文基本信息 标题:Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPs 作者:Eszter Varga-Umbrich, Shikha Surana, Paul Duckworth, Jules Tilly, Olivier Peltre ArXiv ID:arXiv:2605.


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