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Application of Fuzzy Logic Algorithm to Single-Molecule Force Spectroscopy of the Streptavidin-Biotin System
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作者 Hiroyuki Tahara Takashi Nyu +2 位作者 Evan Angelo Quimada Mondarte Tatsuhiro Maekawa Tomohiro Hayashi 《Advances in Materials Physics and Chemistry》 2018年第5期217-226,共10页
The rupture force of the streptavidin-biotin complex was investigated using atomic force microscopy (AFM). The most frequently observed rupture force (MFOF), which is essential for the evaluation of the potential land... The rupture force of the streptavidin-biotin complex was investigated using atomic force microscopy (AFM). The most frequently observed rupture force (MFOF), which is essential for the evaluation of the potential landscape, was evaluated by processing 22,500 force curves using two methods. One method is a conventional method, which is usually built in commercial AFM systems, i.e., difference between the baseline value and the minimum force value in the force curve. The other is a detection of rupture events based on a fuzzy logic algorithm to detect the rupture event from analyzing the shape of the force curves. Our statistical analysis revealed that the conventional method exhibited a significant artifact, which is the increase in the population of small forces comparable to thermal noise of cantilevers, resulting in a smaller MFOF. Based on this finding, we discuss the choice of a method and its effecton the illustrated potential landscapes of ligand-receptor complexes. 展开更多
关键词 SINGLE-MOLECULE FORCE Spectroscopy ATOMIC FORCE Microscopy Fuzzy Logic ALGORITHM STREPTAVIDIN BIOTIN
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High-pressure MOCVD growth of InGaN thick films toward the photovoltaic applications
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作者 Liwen Sang Meiyong Liao +2 位作者 Masatomo Sumiya Xuelin Yang Bo Shen 《Fundamental Research》 CAS CSCD 2023年第3期403-408,共6页
The highly efficient photovoltaic cells require the In-rich InGaN film with a thickness more than 300 nm to achieve the effective photo-electricity energy conversion.However,the InGaN thick films suffer from poor crys... The highly efficient photovoltaic cells require the In-rich InGaN film with a thickness more than 300 nm to achieve the effective photo-electricity energy conversion.However,the InGaN thick films suffer from poor crystalline quality and phase separations by using the conventional low-pressure metal organic chemical vapor deposition(MOCVD).We report on the growth of 0.3-1μm-thick InGaN films with a specially designed vertical-type high-pressure MOCVD at the pressure up to 2.5 atms.The In incorporation is found to be greatly enhanced at the elevated pressures although the growth temperatures are the same.The phase separations are inhibited when the growth pressure is higher than atmospheric pressure,leading to the improved crystalline quality and better surface morphologies especially for the In-rich InGaN.The In 0.4 Ga 0.6 N with the thickness of 300 nm is further demonstrated as the active region of solar cells,and the widest photoresponse range from ultraviolet to more than 750 nm is achieved. 展开更多
关键词 INGAN Solar cell High-pressure MOCVD Photo-electricity energy conversion In-rich XRD
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