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Image of Mathematical modelling of the human brain II: from glymphatics to deep learning

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Mathematical modelling of the human brain II: from glymphatics to deep learning

Dokken, Jørgen S. - Personal Name; Mardal, Kent-Andre - Personal Name; Rognes, Marie E. - Personal Name; Valnes, Lars Magnus - Personal Name; Vinje, Vegard - Personal Name;

This open access book revolves around predictive mathematical modelling and simulation of brain multiphysics with an emphasis on cerebrospinal fluid flow and solute transport in and around the human brain. The book consists of 10 self-contained and relatively short chapters, each offering a rapid introduction to a key problem or topic, supported by open source software. Readers will gain insights into state-of-the-art mathematical tools and techniques for modelling and simulation of brain multiphysics ranging from classical finite element approaches, network-based modelling techniques and deep neural networks. The target audiences are researchers in applied mathematics, scientific computing, biophysics, bioengineering or computational neuroscience interested in a compact introduction to image-based computational modeling of brain multiphysics and cutting-edge available tools.


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Detail Information
Series Title
-
Call Number
519.8 MAT m
Publisher
Cham : Springer Nature., 2026
Collation
x, 150 p.
Language
English
ISBN/ISSN
9783032006790
Classification
519.8
Content Type
-
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Numerical analysis
Mathematical physics
Mathematical modelling
Specific Detail Info
-
Statement of Responsibility
-
Other version/related

No other version available

File Attachment
  • 9783032006790
    Other Resource Link
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