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Improved Slope Estimation in Organic Field-Effect Transistor Mobility Estimation

Verma, Vishash
http://rave.ohiolink.edu/etdc/view?acc_num=kent1618703169092189

Abstract Details

2021, MS, Kent State University, College of Arts and Sciences / Department of Mathematical Sciences.
The mobility of an organic field-effect transistor (OFET) is an important measure of its efficiency. The mobility can be estimated as a function of the slope of a current-voltage curve. A mobility estimate is frequently computed for a group of OFETs that are similar in one or more respects, like channel length. Such an estimate can be computed from a slope estimate for the group. This thesis compares four approaches to estimating the slope for a group. The comparison is based on simulations and difference analyses. An approach that uses nonlinear regression is shown to be the best of the four. This approach produced confidence intervals with on-target coverage and unbiased estimates in the simulations; it had on-target false positive rates in the difference analyses. Using this approach could reduce subjectivity in OFET research and enhance reproducibility.
Tsung-Heng Tsai (Advisor)
Omar De la Cruz Cabrera (Committee Member)
Jun Li (Committee Member)
Bjorn Lussem (Committee Member)
91 p.
Applied Mathematics; Engineering; Physics; Statistics
organic field-effect transistor; mobility; estimation; simulation

Recommended Citations

Citations

  • Verma, V. (2021). Improved Slope Estimation in Organic Field-Effect Transistor Mobility Estimation [Master's thesis, Kent State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=kent1618703169092189

    APA Style (7th edition)

  • Verma, Vishash. Improved Slope Estimation in Organic Field-Effect Transistor Mobility Estimation. 2021. Kent State University, Master's thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=kent1618703169092189.

    MLA Style (8th edition)

  • Verma, Vishash. "Improved Slope Estimation in Organic Field-Effect Transistor Mobility Estimation." Master's thesis, Kent State University, 2021. http://rave.ohiolink.edu/etdc/view?acc_num=kent1618703169092189

    Chicago Manual of Style (17th edition)

kent1618703169092189
159
© 2021, all rights reserved.
This open access ETD is published by Kent State University and OhioLINK.