.png){kind=icon}
返回
Machine Learning for Optical Scanning Probe Nanoscopy
.png){kind=icon}
OA
AI
DOI：10.1002/adma.202109171.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
The ability to perform nanometer-scale optical imaging and spectroscopy is key to deciphering the low-energy effects in quantum materials, as well as vibrational fingerprints in planetary and extraterrestrial particles, catalytic substances, and aqueous biological samples. These tasks can be accomplished by the scattering-type scanning near-field optical microscopy (s-SNOM) technique that has recently spread to many research fields and enabled notable discoveries. Herein, it is shown that the s-SNOM, together with scanning probe research in general, can benefit in many ways from artificial-intelligence (AI) and machine-learning (ML) algorithms. Augmented with AI- and ML-enhanced data acquisition and analysis, scanning probe optical nanoscopy is poised to become more efficient, accurate, and intelligent.
Keyword:
artificial intelligence
machine learning
scanning near-field microscopy
scattering-type scanning near-field optical microscopy
期刊
IF:
26.8
论文数:
3.4W
被引数:
46.0W
机构
引用论文
Recurrent Copy Number Variants Associated with Syndromic Short Stature of Unknown Cause与不明原因的综合征性身材矮小相关的复发性拷贝数变异OAAI
OAAI分享收藏Increasing Hermaphrodite Flowers using Plant Growth Regulators in Andromonoecious Jatropha curcas
OAAI
OAAI分享收藏Gate-tunable plasmons in mixed-dimensional van der Waals heterostructures.png)
NATURE COMMUNICATIONSOAAI
NATURE COMMUNICATIONSIF15.7
OAAI分享收藏Near-field microscopy by elastic light scattering from a tip通过尖端的弹性光散射进行近场显微镜PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCESIF3.7
PREAI
分享收藏Broad spectral tuning of ultra-low-loss polaritons in a van der Waals crystal by intercalation通过插层对范德华晶体中的超低损耗极化子进行宽光谱调谐NATURE MATERIALSOAAI
NATURE MATERIALSIF38.5
OAAI分享收藏
查看更多内容