Knowledge Commons of Institute of Automation,CAS
A Review of Multiscale Science: Materials, Biology, Multiscale Data Analysis and Examples from Complex Physiological Systems | |
Liang JQ1,2; Jiaqi Liang | |
2017-10 | |
会议名称 | 2017 IEEE International Conference on Mechatronics and Automation |
页码 | 1360-1365 |
会议日期 | 2017 August 6 - 9 |
会议地点 | Takamatsu, Japan |
摘要 | Multiscale science is an emerging scientific field that spans many disciplines, including physics, chemistry, materials science, mathematics, and chemical engineering, etc. Therefore, the multiscale methodology has received increasing attention from many branches and researchers. This review firstly introduces the general developmental situation including theoretical basis, scales, and relevance, as well as some progress in several fields. Based on the facts that it would be impossible to carry out a serious discussion deeply with such a broad view, we secondly adopt a narrower viewpoint. Unlike most of the papers focusing on the multiscale problems in chemistry or materials science, we will emphasize the issues in data analysis of complex physiological systems where the multiscale character is the dominating role and is exploited innovatively. Finally, this paper elucidates the future challenges of multiscale science. |
关键词 | Multiscale Science Scales Relevance Complex Systems And Physiological Data Analysis |
收录类别 | EI |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/20342 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 |
通讯作者 | Jiaqi Liang |
作者单位 | 1.Institute of Automation, Chinese Academy of Sciences 2.University of Chinese Academy of Sciences |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Liang JQ,Jiaqi Liang. A Review of Multiscale Science: Materials, Biology, Multiscale Data Analysis and Examples from Complex Physiological Systems[C],2017:1360-1365. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Paper LiangJiaqi.pdf(1601KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 |
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