Semi-empirical optimization of vertical channel doping profile of field effect transistor using recursive approach

M. Goswami, S. Kundu
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Abstract

In this discourse, estimation of optimum vertical channel doping profile of Field Effect Transistor (FET) is carried out using a semi-empirical methodology. Initially, technology specific Current-Voltage (I-V) characteristics are formulated as the objective and constraint functions of an orthogonal convex optimization problem. Then optimum vertical doping profile for the conducting-path (channel) is augmented from these functions recursively. The foremost merit of this semi-empirical technique can be attributed to its promptness in predicting the globally optimal doping profile with reliable accuracy and least human oversight, which is an imperative surrogate in the realm of Metal Oxide Semiconductor (MOS) fabrication.
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场效应晶体管垂直沟道掺杂分布的递归半经验优化
本文采用半经验方法对场效应晶体管(FET)的最佳垂直沟道掺杂曲线进行了估计。首先,将特定技术的电流-电压(I-V)特性表述为正交凸优化问题的目标函数和约束函数。然后从这些函数递归地增加了导电路径(通道)的最佳垂直掺杂分布。这种半经验技术的最大优点是能够快速准确地预测出全局最优的掺杂分布,而且人工监督最少,这在金属氧化物半导体(MOS)制造领域是必不可少的替代方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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