高质量文本数据驱动的命名实体识别加速镍基单晶高温合金材料知识发现

刘悦, 姚文轩, 刘大晖, 丁琳, 杨正伟, 刘微, 于涛, 施思齐

Named Entity Recognition Driven by High-Quality Text Data Accelerates the Knowledge Discovery of Nickel-Based Single Crystal Superalloys

LIU Yue, YAO Wenxuan, LIU Dahui, DING Lin, YANG Zhengwei, LIU Wei, YU Tao, SHI Siqi

图5 推荐的描述符及已被材料机器学习关注的实体(部分展示)

Fig.5 Recommended descriptor importance ranking and entities already focused on in materials machine learning (partial display) (HIP—hot isostatic pressing, TCP—topologically close-packed phases, EB-PVD—electron beam-physical vapor deposition, SRZ—secondary reaction zone, IDZ—interdiffusion zone)