Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics
Wei Cai
Gebundenes Buch

Deterministic, Stochastic, and Deep Learning Methods for Computational Electromagnetics

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This book provides a well-balanced and comprehensive picture based on clear physics, solid mathematical formulation, and state-of-the-art useful numerical methods in deterministic, stochastic, deep neural network machine learning approaches for computer simulations of electromagnetic and transport processes in biology, microwave and optical wave devices, and nano-electronics. Computational research has become strongly influenced by interactions from many different areas including biology, physics, chemistry, engineering, etc. A multifaceted approach addressing the interconnection among mathema...