Applications and potentials of machine learning in optoelectronic materials research: An overview and perspectives
Cheng-Zhou 城洲 Zhang 张,
Xiao-Qian 小倩 Fu 付
Abstract:Optoelectronic materials are essential for today's scientific and technological development, and machine learning provides new ideas and tools for their research. In this paper, we first summarize the development history of optoelectronic materials and how materials informatics drives the innovation and progress of optoelectronic materials and devices. Then, we introduce the development of machine learning and its general process in optoelectronic materials and describe the specific implementation methods. We … Show more
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