Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics

Wei Cai ()
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Wei Cai: Southern Methodist University, Department of Mathematics

in Springer Books from Springer

Date: 2025
Edition: Second Edition 2025
ISBN: 978-981-96-0100-4
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Chapters in this book:

Ch Chapter 1 Dielectric Constant and Fluctuation Formulae for Molecular Dynamics

Wei Cai

Ch Chapter 10 Fast Multipole Methods for Wave Interactions in Layered Media

Wei Cai

Ch Chapter 11 High-Order Methods for Surface Electromagnetic Integral Equations

Wei Cai

Ch Chapter 12 High-Order Hierarchical Nédélec Edge Elements

Wei Cai

Ch Chapter 13 Time-Domain Methods: Discontinuous Galerkin Method and Yee Scheme

Wei Cai

Ch Chapter 14 Scattering in Periodic Structures and Surface Plasmons

Wei Cai

Ch Chapter 15 Schrödinger Equations for Waveguides and Quantum Dots

Wei Cai

Ch Chapter 16 Quantum Electron Transport in Semiconductors

Wei Cai

Ch Chapter 17 Density Functional Theory Computation of Electronic Structure

Wei Cai

Ch Chapter 18 Non-equilibrium Green’s Function (NEGF) Methods for Transport

Wei Cai

Ch Chapter 19 Numerical Methods for Wigner Quantum Transport

Wei Cai

Ch Chapter 2 Poisson–Boltzmann Electrostatics and Analytical Approximations

Wei Cai

Ch Chapter 20 Hydrodynamic Electron Transport and Finite Difference Methods

Wei Cai

Ch Chapter 21 Transport Models in Plasma Media and Numerical Methods

Wei Cai

Ch Chapter 3 Numerical Methods for Poisson–Boltzmann Equations

Wei Cai

Ch Chapter 4 Random Walk Stochastic Methods for PDE Boundary Value Problems

Wei Cai

Ch Chapter 5 Stochastic Spectral Methods and Uncertainty Quantification of Microchip Interconnects

Wei Cai

Ch Chapter 6 Deep Neural Network Learning for PDE Solutions

Wei Cai

Ch Chapter 7 Fast Algorithms for Long-Range Interactions in Free Space

Wei Cai

Ch Chapter 8 Maxwell’s Equations, Potentials, and Physical/Artificial Boundary Conditions

Wei Cai

Ch Chapter 9 Dyadic Green’s Functions in Layered Media

Wei Cai

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DOI: 10.1007/978-981-96-0100-4

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