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Luke Ragan, Matteo G. C. Alasio, Enrico Bellotti, Luca Dal Negro

Public reference bibliography and cataloged PDF materials authored or published by Luke Ragan, Matteo G. C. Alasio, Enrico Bellotti, Luca Dal Negro.

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Physics Informed Neural Networks for Solving the Drift-Diffusion Equations

Year: 2026 • Source: arxiv.org • Listed PDF

The drift-diffusion equations are the fundamental building block for the modeling, design, and optimization of modern semiconductor devices. Solutions of the drift-diffusion equations rarely give way to analytical forms,...