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| 1 | Intelligent identification of two-dimensional nanostructures by machine-learning optical microscopy显示文摘Two-dimensional (2D)materials and their heterostructures,with wafer-scale synthesis methods and fascinating properties,have attracted significant interest and triggered revolutions in corresponding device applications.However,facile methods to realize accurate,intelligent,and large-area characterizations of these 2D nanostructures are still highly desired.Herein,we report the successful application of machine-learning strategy in the optical identification of 2D nanostructures.The machine-leaming optical identification (MOI)method endows optical microscopy with intelligent insight into the characteristic color information of 2D nanostructures in the optical photograph.The experimental results indicate that the MOI method enables accurate,intelligent,and large-area characterizations of graphene,molybdenum disulfide,and their heterostructures, including identifications of the thickness,existence of impurities,and even stacking order.With the convergence of artificial intelligence and nanoscience,this intelligent identification method can certainly promote fundamental research and wafer-scale device applications of 2D nanostructures. | Xiaoyang Lin Zhizhong Si Wenzhi Fu Jianlei Yang Side Guo Yuan Cao Jin Zhang Xinhe Wang Peng Liu Kaili Jiang Weisheng Zhao | 2018 | Nano Research2018，11，12： | 5 |
| 2 | Photolysis of benzophenone with two-step two-laser excitation显示文摘The first laser excites a molecule to a lower triplet state and another sequential laser excites it resonantly to higher triplet states or makes it ionization. This two-step two-laser method provides a novel way to study the electron transfer or charge transfer of excited molecules. The higher excited benzophenone and its radical cation can be observed under the time-resolved absorption method when it was excited to lower triplet state by one laser and another one exciting it to higher triplet states resonantly. The higher excited benzophenone molecules undergoing inter-molecular hydrogen abstraction with iso-propylalcohol molecules are faster than the lower ones. | CAI Xichen HAN Zhenhui , YAO Side& LIN NianyunLaboratory of Radiation Chemistry, Shanghai Institute of Nuclear Research, Chinese Academy of Sciences, Shanghai 201800, China | 2001 | Science China Chemistry2001，44，6： | 1 |
| 3 | Cancer stem cells; an old idea-a paradigm shift显示文摘 | Max S Wicha Siding Lin | 2006 | Cancer Research Review2006，66，4： | 1 |
| 4 | A target analogue imprinted polymer for the recognition of antiplatelet active ingredients in Radix Salviae Miltiorrhizae by LC/MS/MS显示文摘 | Meixia Huang Wensheng Pang Jing Zhang Siding Lin Juan Hu | 2011 | Journal of Pharmaceutical and Biomedical Analysis2011，，： | 1 |
| 5 | GC-MS analysis of off-odor volatiles from irradiated pork显示文摘The main compounds of off-odor volatiles from irradiated refrigerated vacuum-packaged pork were ana- lyzed by gas chromatograph/mass spectrometer (GC-MS).The analytical results showed that the main compounds of off-odor volatiles were dimethyl disulfide,dimethyl sulfide,dimethyl trisulfide,S-methyl thioacetate,and methanethiol.It was proved that the off-odor volatile came from irradiated S-containing amino acid and thiamin. | LIN Ruotai GENG Shengrong LIU Yangmin WANG Liping WANG Hong ZHANG Jinmu CHEN Yuxia XU Ying YAO Side | 2007 | Nuclear Science and Techniques2007，18，1： | 1 |
| 6 | Nansecond pulse radiolysis studies in China显示文摘 | YAO Side Zhang Jiashan Lin Nianyun | | 0，，： | 1 |
| 7 | Antitussive Activity of Pseudostellaria heterophyUa Pax Extracts and Improvement in Lung Function via Adjustment of Muhicy- tokine Levels 显示文摘 | Wensheng Pang Siding Lin Juan Hu | 2011 | Molecules2011，，： | 1 |
| 8 | Mechanism of reaction of nitrogen dioxide radical with hydroxycinnamic acid derivatives: a pulse radiolysis study 显示文摘 | Zhang Zhou'en Yao Side Lin WeiZhen | 1998 | Free Radical Research1998，29，： | 1 |
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