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Deterministic and Stochastic Modeling in Computational Electromagnetics: Integral and Differential Equation Approaches

Deterministic and Stochastic Modeling in Computational Electromagnetics

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"Deterministic and Stochastic Modeling in Computational Electromagnetics" by Dragan Poljak, Anna Susnjara is a physics book focused on Devices & Sensors. Best for students, educators, and scientifically curious readers.

"Most of the computational models used in engineering electromagnetics are deterministic in nature, which means that one deals with an exact set of input data in a sense of either material properties or geometry. However, there are problems with an uncertainty in the input data set as some system properties are partly or entirely unknown. Therefore, a stochastic approach is required to determine the relevant statistics about the given responses, thus providing the assessment of the related confidence intervals in the set of numerical results obtained as an output of a given deterministic model. Of particular interest are definitely non-intrusive stochastic approaches that could be easily coupled with widely used well-established deterministic models, just by efficiently postprocessing numerical results arising from deterministic models."--

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Best For: Researchers and engineers working in computational electromagnetics who need to incorporate uncertainty into their models.
Focus: Combining deterministic and stochastic modeling techniques to handle uncertainties in input data for electromagnetic simulations.
Covers: Deterministic computational models, stochastic approaches for uncertainty quantification, integral and differential equation methods in electromagnetics.
Why It Matters: Provides methods to assess confidence intervals in numerical results by integrating stochastic analysis with established deterministic models, addressing real-world uncertainties in material properties and geometry.

"Deterministic and Stochastic Modeling in Computational Electromagnetics" by Dragan Poljak, Anna Susnjara is a physics book focused on Devices & Sensors. Best for students, educators, and scientifically curious readers.

Topic: Devices & Sensors

Author: Dragan Poljak, Anna Susnjara

Who this is for:

  • Physics students
  • Science-minded readers
  • Readers building technical understanding

Why this book matters: It provides structured coverage of physics concepts in a way that supports deeper understanding and continued study.

"Most of the computational models used in engineering electromagnetics are deterministic in nature, which means that one deals with an exact set of input data in a sense of either material properties or geometry. However, there are problems with an uncertainty in the input data set as some system properties are partly or entirely unknown. Therefore, a stochastic approach is required to determine the relevant statistics about the given responses, thus providing the assessment of the related confidence intervals in the set of numerical results obtained as an output of a given deterministic model. Of particular interest are definitely non-intrusive stochastic approaches that could be easily coupled with widely used well-established deterministic models, just by efficiently postprocessing numerical results arising from deterministic models."--

AuthorDragan Poljak, Anna Susnjara
PublisherJohn Wiley & Sons
Published2023-12-07
ISBN-139781119989240
BindingHardcover
Pages580
LanguageEnglish
SubjectsScience
TopicDevices & Sensors
SeriesIEEE Press Electromagnetic Wave Theory

Format: Hardcover

Length: 580 pages

Language: English

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