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Online Ressourcen
Link zu diesem Datensatz https://d-nb.info/1358401675
Titel Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics / by Wei Cai
Person(en) Cai, Wei (Verfasser)
Organisation(en) SpringerLink (Online service) (Sonstige)
Ausgabe 2nd ed. 2025
Verlag Singapore : Springer Nature Singapore, Imprint: Springer
Zeitliche Einordnung Erscheinungsdatum: 2025
Umfang/Format Online-Ressource, XXIV, 620 p. 68 illus., 22 illus. in color. : online resource.
Andere Ausgabe(n) Printed edition:: ISBN: 978-981-9600-99-1
Printed edition:: ISBN: 978-981-9601-01-1
Printed edition:: ISBN: 978-981-9601-02-8
Inhalt 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
Persistent Identifier URN: urn:nbn:de:101:1-2503030306560.051761569984
DOI: 10.1007/978-981-96-0100-4
URL https://doi.org/10.1007/978-981-96-0100-4
ISBN/Einband/Preis 978-981-96-0100-4
Sprache(n) Englisch (eng)
DDC-Notation 530 (maschinell ermittelte DDC-Kurznotation)
Sachgruppe(n) 530 Physik

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