数据驱动的机器学习在电化学储能材料研究中的应用

施思齐, 涂章伟, 邹欣欣, 孙拾雨, 杨正伟, 刘悦

Applying data-driven machine learning to studying electrochemical energy storage materials

Siqi SHI, Zhangwei TU, Xinxin ZOU, Shiyu SUN, Zhengwei YANG, Yue LIU

图1 电池研发四大范式：实验、理论、计算和数据驱动

Fig. 1 Four paradigms of battery research and development: Experimentation, theory, computation and data driven