材料科学
阳极氧化
光电子学
氧化物
薄膜晶体管
电介质
晶体管
场效应晶体管
沉积(地质)
原子层沉积
纳米技术
铝
图层(电子)
高-κ电介质
复合材料
冶金
电气工程
工程类
生物
沉积物
古生物学
电压
作者
Tiago Carneiro Gomes,Dinesh Kumar,Neri Alves,Jeff Kettle,Lucas Fugikawa-Santos
摘要
Aluminum-oxide (Al2O3) is a low cost, easily processable and high dielectric constant insulating material that is particularly appropriate for use as the dielectric layer of thin-film transistors (TFTs). Growth of aluminum-oxide layers from anodization of metallic aluminum films is greatly advantageous when compared to sophisticated processes such as atomic layer deposition (ALD) or deposition methods that demand relatively high temperatures (above 300 °C) such as aqueous combustion or spray-pyrolysis. However, the electrical properties of the transistors are highly dependent on the presence of defects and localized states at the semiconductor/dielectric interface, which are strongly affected by the manufacturing parameters of the anodized dielectric layer. To determine how several fabrication parameters influence the device performance without performing all possible combination of factors, we used a reduced factorial analysis based on a Plackett-Burman design of experiments (DOE). The choice of this DOE permits the use of only 12 experimental runs of combinations of factors (instead of all 256 possibilities) to obtain the optimized device performance. The ranking of the factors by the effect on device responses such as the TFT mobility is possible by applying analysis of variance (ANOVA) to the obtained results.
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