Existence Analysis of a Three‐Species Memristor Drift‐Diffusion System Coupled to Electric Networks

ABSTRACT The existence of global weak solutions to a partial‐differential‐algebraic system is proved. The system consists of the drift‐diffusion equations for the electron, hole, and oxide vacancy densities in a memristor device, the Poisson equation for the electric potential, and the differential‐algebraic equations for an electric network. The memristor device is modeled by a two‐dimensional bounded domain, and mixed Dirichlet–Neumann boundary conditions for the electron and hole densities as well as the potential are imposed. The coupling is realized via the total current through the memristor terminal and the network node potentials at the terminals. The network equations are decomposed into a differential and an algebraic part. The existence proof is based on the Leray–Schauder fixed‐point theorem, a priori estimates coming from the free energy inequality, and a logarithmic‐type Gagliardo–Nirenberg inequality. It is shown, under suitable assumptions, that the solutions are bounded and strictly positive.

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Publication Details

Journal
Mathematical Methods in the Applied Sciences
Published
2026-01-07
DOI
https://doi.org/10.1002/mma.70464
Primary Topic
Neural Networks Stability and Synchronization
Type
article
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article

Existence Analysis of a Three‐Species Memristor Drift‐Diffusion System Coupled to Electric Networks

Tuấn Tùng Nguyễn, Ansgar Jüngel
Mathematical Methods in the Applied Sciences
Neural Networks Stability and Synchronization
article

Existence Analysis of a Three‐Species Memristor Drift‐Diffusion System Coupled to Electric Networks

Tuấn Tùng Nguyễn, Ansgar Jüngel
article en

Abstract

ABSTRACT The existence of global weak solutions to a partial‐differential‐algebraic system is proved. The system consists of the drift‐diffusion equations for the electron, hole, and oxide vacancy densities in a memristor device, the Poisson equation for the electric potential, and the differential‐algebraic equations for an electric network. The memristor device is modeled by a two‐dimensional bounded domain, and mixed Dirichlet–Neumann boundary conditions for the electron and hole densities as well as the potential are imposed. The coupling is realized via the total current through the memristor terminal and the network node potentials at the terminals. The network equations are decomposed into a differential and an algebraic part. The existence proof is based on the Leray–Schauder fixed‐point theorem, a priori estimates coming from the free energy inequality, and a logarithmic‐type Gagliardo–Nirenberg inequality. It is shown, under suitable assumptions, that the solutions are bounded and strictly positive.

Mathematical Methods in the Applied Sciences
Hochschule Campus Wien (AT)
Affordable and clean energy
Openalex Percentile: Top 97%
Neural Networks Stability and Synchronization
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