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Aug, 2023
可解释机器学习以实现掺杂共轭聚合物高通量电导率优化
Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers
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Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J Senthilnath...
TL;DR
借助高通量实验技术和机器学习的结合,提出了一种利用吸收光谱进行电导率测量的机器学习方法,实现了对材料电导率的加速测量,极大提高了测量效率并获得了有价值的洞察力。
Abstract
The combination of
high-throughput experimentation
techniques and
machine learning
(ML) has recently ushered in a new era of
accelerated material
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