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The Application Of Carleman In The Inversion Problem Of Semiconductor Doping Profile

Posted on:2014-11-13Degree:MasterType:Thesis
Country:ChinaCandidate:J ZhaiFull Text:PDF
GTID:2270330434970323Subject:Computational Mathematics
Abstract/Summary:PDF Full Text Request
Subject of this work is to study the identifiability of the doping profile from ad-ditional measurements. A global Carleman estimate is established for transient Drift-diffusion system and used for the identification problem. Lipschitz stability of the doping profile on boundary and mid-time measurements is derived. We use a Bayesian approach with Total Variation(TV) priors to solve this inverse problem. Results of nu-merical simulations for an N-P bipolar diode are presented.
Keywords/Search Tags:Identification of doping profile, Semiconductor, Drift-diffusion sys-tem, Carleman Estimates, MCMC method, Total Variation
PDF Full Text Request
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