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人工智能在锂离子电池研发中的应用 被引量:2
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作者 朱振威 邱景义 +4 位作者 王莉 曹高萍 何向明 王京 张浩 《电化学》 CAS CSCD 北大核心 2022年第12期3-24,共22页
锂离子电池已成为解决现代社会储能问题的最佳解决方案之一。然而,电池材料和器件开发都是复杂的多变量问题,传统的依赖研究人员进行实验的试错法在电池性能提升方面遇到了瓶颈。人工智能(AI)具有强大的高速、海量数据处理能力,是上述... 锂离子电池已成为解决现代社会储能问题的最佳解决方案之一。然而,电池材料和器件开发都是复杂的多变量问题,传统的依赖研究人员进行实验的试错法在电池性能提升方面遇到了瓶颈。人工智能(AI)具有强大的高速、海量数据处理能力,是上述突破研究瓶颈的最具潜力的技术。其中,机器学习(ML)算法在评估多维数据变量和集合之间的组合关联方面的独特优势有望帮助研究人员发现不同因素之间的相互作用规律并阐明材料合成和设备制造的机制。本综述总结了锂离子电池传统研究方法遇到的各种挑战,并详细介绍了人工智能在电池材料研究、电池器件设计与制造、材料与器件表征、电池循环寿命与安全性评估等方面的应用。最重要的是,我们介绍了AI和ML在电池研究中面临的挑战,并讨论了它们应用的缺点和前景。我们相信,未来实验科学家、数学建模专家和AI专家之间更紧密的合作将极大地促进AI和ML方法用以解决传统方法难以克服的电池和材料问题。 展开更多
关键词 锂离子电池 机器学习 材料表征 电池制造 人工智能
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Neonatal biliary atresia combined with preduodenal portal vein:A case report
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作者 Xian-Lan Xiang Peng Cai +9 位作者 Jun-Gang Zhao Hao-Wei Zhao Yu-Liang Jiang Meng-Lei zhu Qi Wang Rui-Yun Zhang zhen-wei zhu Jian-Lei Chen Zhi-Cheng Gu Jie zhu 《World Journal of Clinical Cases》 SCIE 2021年第25期7542-7550,共9页
BACKGROUND Congenital biliary atresia is a type of obstruction of the bile ducts inside and outside the liver,which can lead to cholestatic liver cirrhosis and eventually liver failure.The preduodenal portal vein(PD-P... BACKGROUND Congenital biliary atresia is a type of obstruction of the bile ducts inside and outside the liver,which can lead to cholestatic liver cirrhosis and eventually liver failure.The preduodenal portal vein(PD-PV)is a rare developmental malformation of the PV.The PV courses in front of the duodenum.However,very few cases of neonatal biliary atresia combined with PD-PV have been reported in the scientific literature.CASE SUMMARY A 1-mo-and-4-d-old child was admitted to the hospital in January because of yellowish skin.After surgical consultation,surgical intervention was recommended.The child underwent Hilar-jejunal anastomosis,duodenal rhomboid anastomosis,and abdominal drainage under general anesthesia.During the operation,the PV was located at the anterior edge of the duodenum.CONCLUSION Diagnoses:(1)Congenital biliary atresia;(2)PD-PV;and(3)Congenital cardiovascular malformations.Outcomes:Recommendation for liver transplantation.Lessons:The choice of treatment options for neonatal biliary atresia combined with PD-PV. 展开更多
关键词 NEONATAL Biliary atresia Preduodenal portal vein TREATMENT Case report
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Manipulating the light-matter interactions in plasmonic nanocavities at 1 nm spatial resolution 被引量:3
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作者 BAO-YING WEN JING-YU WANG +10 位作者 TAI-LONG SHEN zhen-wei zhu PENG-CHENG GUAN JIA-SHENG LIN WEI PENG WEI-WEI CAI HUAIZHOU JIN QING-CHI XU ZHI-LIN YANG ZHONG-QUN TIAN JIAN-FENG LI 《Light(Science & Applications)》 SCIE EI CAS CSCD 2022年第9期2107-2114,共8页
The light-matter interaction between plasmonic nanocavity and exciton at the sub-diffraction limit is a central research field in nanophotonics.Here,we demonstrated the vertical distribution of the light-matter intera... The light-matter interaction between plasmonic nanocavity and exciton at the sub-diffraction limit is a central research field in nanophotonics.Here,we demonstrated the vertical distribution of the light-matter interactions at~1 nm spatial resolution by coupling A excitons of MoS2 and gap-mode plasmonic nanocavities.Moreover,we observed the significant photoluminescence(PL)enhancement factor reaching up to 2800 times,which is attributed to the Purcell effect and large local density of states in gap-mode plasmonic nanocavities.Meanwhile,the theoretical calculations are well reproduced and support the experimental results. 展开更多
关键词 RESOLUTION LIGHT PLASMON
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