Jüngel, A., & Vetter, M. (2024). Degenerate Drift-Diffusion Systems for Memristors. SIAM Journal on Mathematical Analysis, 56(6), 7780–7807. https://doi.org/10.1137/23M1620235
degenerate diffusion; drift-diffusion equations; global existence analysis; memristors; neuromorphic computing; semiconductors; weak-strong uniqueness
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Abstract:
A system of degenerate drift-diffusion equations for the electron, hole, and oxygen vacancy densities, coupled to the Poisson equation for the electric potential, is analyzed in a three-dimensional bounded domain with mixed Dirichlet-Neumann boundary conditions. The equations model the dynamics of the charge carriers in a memristor device in the high-density regime. Memristors can be seen as nonlinear resistors with memory, mimicking the conductance response of biological synapses. The global existence of weak solutions and the weak-strong uniqueness property is proved. Thanks to the degenerate diffusion, better regularity results compared to linear diffusion can be shown, in particular, the boundedness of the solutions.
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Research Areas:
Mathematical and Algorithmic Foundations: 50% Nanoelectronics: 50%