纳米技术
数据科学
大数据
扫描探针显微镜
科学发现
原子力显微镜
分析
计算机科学
材料科学
数据挖掘
心理学
认知科学
作者
Sergei V. Kalinin,Evgheni Strelcov,Alex Belianinov,Suhas Somnath,Rama K. Vasudevan,Eric J. Lingerfelt,Rick Archibald,Chaomei Chen,Roger Proksch,Nouamane Laanait,Stephen Jesse
出处
期刊:ACS Nano
[American Chemical Society]
日期:2016-09-27
卷期号:10 (10): 9068-9086
被引量:104
标识
DOI:10.1021/acsnano.6b04212
摘要
Scanning probe microscopy (SPM) techniques have opened the door to nanoscience and nanotechnology by enabling imaging and manipulation of the structure and functionality of matter at nanometer and atomic scales. Here, we analyze the scientific discovery process in SPM by following the information flow from the tip-surface junction, to knowledge adoption by the wider scientific community. We further discuss the challenges and opportunities offered by merging SPM with advanced data mining, visual analytics, and knowledge discovery technologies.
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