Description

Book Synopsis

Dielectric constant and fluctuation formulae for molecular dynamics.- PoissonBoltzmann electrostatics and analytical approximations.- Numerical methods for PoissonBoltzmann 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 Nedelec 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.

Deterministic Stochastic and Deep Learning Methods for Computational Electromagnetics

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    A Hardback by Wei Cai

    15 in stock


      View other formats and editions of Deterministic Stochastic and Deep Learning Methods for Computational Electromagnetics by Wei Cai

      Publisher: Springer
      Publication Date: 30/03/2025
      ISBN13: 9789819600991, 978-9819600991
      ISBN10:

      Description

      Book Synopsis

      Dielectric constant and fluctuation formulae for molecular dynamics.- PoissonBoltzmann electrostatics and analytical approximations.- Numerical methods for PoissonBoltzmann 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 Nedelec 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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