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Model for Predicting the Threshold Voltage of Tunnel Field-Effect Transistors Using Linear Regression

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Abstract

A linear regression-based method for extracting the threshold voltage of tunnel field-effect transistors (TFETs) is presented. The minimum tunneling width at the threshold voltage of a TFET is expressed as a linear function of tunneling widths corresponding to gate voltages. The regression is carried out using known simulated TFETs and verified on unknown TFETs, achieving an R2 value of 96.50%. The model is compared with and verified against methods and devices reported in literature, confirming that it is effective for predicting the threshold voltage.

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Acknowledgments

The authors acknowledge the device simulation laboratory of KIIT Deemed to be University. The authors acknowledge the support by SERB, Govt. of India, File No. SRG/2019/000660 dated 26 November, 2019.

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Correspondence to Rupam Goswami.

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Kumar, V., Parida, M.K., Goswami, R. et al. Model for Predicting the Threshold Voltage of Tunnel Field-Effect Transistors Using Linear Regression. J. Electron. Mater. 50, 6015–6019 (2021). https://doi.org/10.1007/s11664-021-09189-9

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  • DOI: https://doi.org/10.1007/s11664-021-09189-9

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