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Materials Science & Engineering

Xiao Cui

I am a PhD student in the department of Materials Science and Engineering, advised by Prof. William Chueh. I believe a deep understanding of materials science combined with data-driven methods can accelerate battery development. My current research focuses on designing experiments to collect high quality battery cycling data and applying machine learning algorithms to optimize battery formation parameters, enable early battery lifetime prediction, and gain insights into the underlying degradation mechanisms.