Scale-aware self-driving laboratories for multiscale process development

doi:10.1038/s44160-026-01125-1

2026-07-29

PRE

Zhihao Wang

王

王笑楠 (Xiaonan Wang) *

DOI：10.1038/s44160-026-01125-1

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自主驾驶实验室（SDLs）能够加速科学发现，但其更广泛的价值在于支持多尺度过程开发的规模转化。SDLs应生成具有规模感知能力的候选景观，将实验室规模的实验结果与代表性器件和过程开发阶段相联系，区分候选区域为已验证适用于下一尺度测试、因工业限制被排除，或需要针对性探索以降低尺度依赖性不确定性。

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Nature Synthesis

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tsinghua university

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