Computational mathematical modeling [electronic resource] : an integrated approach across scales / Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio.

Bibliographic Details
Main Author: Calvetti, Daniela
Other Authors: Somersalo, Erkki
Language:English
Published: Philadelphia : Society for Industrial and Applied Mathematics, [2013]
Series:Mathematical modeling and computation
Subjects:
Differential equations.
Probabilities.
Dimensional analysis.
Mathematical models.
Online Access:
SIAM eBooks: 2012 (Society for Industrial and Applied Mathematics)
Variant Title:
Computational Mathematical Modeling: An Integrated Approach Across Scales
Format: Electronic eBook
Contents:
  • Review of multivariate calculus and differential equations
  • Compartment models
  • From compartment models to continuous models
  • Dimensional analysis and scaling
  • Introduction to stochastic modeling
  • Modeling of noise
  • Modeling with waiting processes
  • Markov processes
  • Cellular automata, agent based modeling.