Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics

Name: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics
Brand: Wei Cai
SKU: 9789819601004
Price: 181.89 EUR
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Inhaltsangabe

Dielectric constant and fluctuation formulae for molecular dynamics.- Poisson–Boltzmann electrostatics and analytical approximations.- Numerical methods for Poisson–Boltzmann equations.- Random walk stochastic methods for boundary value problems.- Deep Neural Network for Solving PDEs.- Fast algorithms for long-range interactions.- Fast multipole methods for long-range interactions in layered media.- Maxwell equations, potentials, and physical/artificial boundary conditions.- Dyadic Green’s functions in layered media.- High-order methods for surface electromagnetic integral equations.- High-order hierarchical N´ed´elec edge elements.- Time-domain methods – discontinuous Galerkin method and Yee scheme.- Scattering in periodic structures and surface plasmons.- Schr¨ odinger equations for waveguides and quantum dots.- Quantum electron transport in semiconductors.- Non-equilibrium Green’s function (NEGF) methods for transport.- Numerical methods for Wigner quantum transport.- Hydrodynamic electron transport and finite difference methods.- Transport models in plasma media and numerical methods.

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