Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics
Author
Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-981-96-0100-4
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Book Chapters
The following chapters of this book are listed in IDEAS- Wei Cai, 2025. "Dielectric Constant and Fluctuation Formulae for Molecular Dynamics," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 3-29, Springer.
- Wei Cai, 2025. "Poisson–Boltzmann Electrostatics and Analytical Approximations," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 31-71, Springer.
- Wei Cai, 2025. "Numerical Methods for Poisson–Boltzmann Equations," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 73-107, Springer.
- Wei Cai, 2025. "Random Walk Stochastic Methods for PDE Boundary Value Problems," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 109-137, Springer.
- Wei Cai, 2025. "Stochastic Spectral Methods and Uncertainty Quantification of Microchip Interconnects," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 139-160, Springer.
- Wei Cai, 2025. "Deep Neural Network Learning for PDE Solutions," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 161-186, Springer.
- Wei Cai, 2025. "Fast Algorithms for Long-Range Interactions in Free Space," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 187-217, Springer.
- Wei Cai, 2025. "Maxwell’s Equations, Potentials, and Physical/Artificial Boundary Conditions," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 221-250, Springer.
- Wei Cai, 2025. "Dyadic Green’s Functions in Layered Media," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 251-277, Springer.
- Wei Cai, 2025. "Fast Multipole Methods for Wave Interactions in Layered Media," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 279-300, Springer.
- Wei Cai, 2025. "High-Order Methods for Surface Electromagnetic Integral Equations," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 301-340, Springer.
- Wei Cai, 2025. "High-Order Hierarchical Nédélec Edge Elements," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 341-367, Springer.
- Wei Cai, 2025. "Time-Domain Methods: Discontinuous Galerkin Method and Yee Scheme," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 369-389, Springer.
- Wei Cai, 2025. "Scattering in Periodic Structures and Surface Plasmons," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 391-434, Springer.
- Wei Cai, 2025. "Schrödinger Equations for Waveguides and Quantum Dots," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 435-463, Springer.
- Wei Cai, 2025. "Quantum Electron Transport in Semiconductors," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 467-508, Springer.
- Wei Cai, 2025. "Density Functional Theory Computation of Electronic Structure," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 509-532, Springer.
- Wei Cai, 2025. "Non-equilibrium Green’s Function (NEGF) Methods for Transport," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 533-549, Springer.
- Wei Cai, 2025. "Numerical Methods for Wigner Quantum Transport," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 551-568, Springer.
- Wei Cai, 2025. "Hydrodynamic Electron Transport and Finite Difference Methods," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 569-593, Springer.
- Wei Cai, 2025. "Transport Models in Plasma Media and Numerical Methods," Springer Books, in: Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics, edition 0, chapter 0, pages 595-614, Springer.
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