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Enriched physics-informed neural networks for dynamic Poisson-Nernst-Planck systems

Xujia Huang, Fajie Wang, Benrong Zhang, Hanqing Liu

2025Mathematics and Computers in Simulation18 citationsDOI

Topics & Concepts

PlanckNernst equationArtificial neural networkPoisson distributionPhysicsStatistical physicsApplied mathematicsComputer scienceMathematicsQuantum mechanicsArtificial intelligenceStatisticsElectrodeModel Reduction and Neural NetworksAdvanced Thermodynamics and Statistical MechanicsNuclear reactor physics and engineering
Enriched physics-informed neural networks for dynamic Poisson-Nernst-Planck systems | Litcius