An AI pipeline combining document parsing, curve digitization, and an iterative Bayesian optimizer converts PDF datasheets into ASM-HEMT SPICE models automatically, with reported fitting errors of 1.2 to 4.9 percent on 17 commercial HEMT devices from 10 manufacturers.
TCAD Modeling of GaN HEMT Output Admittance Dispersion through Trap Rate Equation Green’s Functions,
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Automated HEMT Model Construction from Datasheets via Multi-Modal Intelligence and Prior-Knowledge-Free Optimization
An AI pipeline combining document parsing, curve digitization, and an iterative Bayesian optimizer converts PDF datasheets into ASM-HEMT SPICE models automatically, with reported fitting errors of 1.2 to 4.9 percent on 17 commercial HEMT devices from 10 manufacturers.