{"product_id":"deterministic-stochastic-and-deep-learning-methods-for-computational-electromagnetics-9789819600991","title":"Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics","description":"\u003cp\u003e • Author(s): Wei Cai\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Numerical Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDielectric 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46440354611351,"sku":"9789819600991","price":12354.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789819600991.webp?v=1769114710","url":"https:\/\/atlanticbooks.com\/products\/deterministic-stochastic-and-deep-learning-methods-for-computational-electromagnetics-9789819600991","provider":"Atlantic Books","version":"1.0","type":"link"}