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Kathryn M. Neilson

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#machine learning Open access Jul 2025

Deep Learning to Automate Parameter Extraction and Model Fitting of Two-Dimensional Transistors

A deep learning approach to extract physical parameters of two-dimensional transistors from electrical measurements, enabling automated parameter extraction and technology computer-aided design (TCAD) fitting, and applies this approach to reverse-engineer key parameters from experimental monolayer WS2 transistors.

R. K. A. Bennett, Jan-Lucas Uslu, Harmon F. Gault et al. · 2 citations

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