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Mathematical Modeling in Systems Biology

Mathematical Modeling in Systems Biology

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The reprint presents a collection of systems biology-related topics and new studies that utilize computational, mathematical, and systems-oriented approaches to reveal important aspects of various biological problems.

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Keywords

  • Alan Turing
  • Apoptosis
  • Artificial Neural Networks
  • asymptotic stability
  • batch fermentation
  • Biology, Life Sciences
  • biophysical modeling
  • Caputo
  • Cell Death
  • Cholera
  • computational analysis
  • critical learning period
  • death execution pathways
  • delay differential equations
  • developmental gene regulatory networks
  • differential entropy
  • differential equations model
  • discrete entropy
  • DNA codes
  • DNA damage repair
  • echo state network
  • Eric Davidson
  • estimability analysis
  • evolutionary origins
  • ferroptosis
  • finite-difference methods
  • fractional order
  • geometrical information
  • gray map
  • heterogeneity
  • HPA axis
  • immunogenic cell death
  • in silico experimentation
  • Information theory
  • Kluyveromyces marxianus
  • Levenberg—Marquardt algorithm
  • liquid state machine
  • Machine learning
  • Major Depressive Disorder
  • Mathematical model
  • mathematical modeling
  • Mathematical models
  • Mathematics & science
  • n/a
  • necroptosis
  • nonlinear data fitting
  • nonlinear mechanistic model
  • Numerical solutions
  • Optimization Techniques
  • parameter subset selection
  • pattern formation
  • pyroptosis
  • Python
  • radiation-induced DNA damage
  • reaction–diffusion models in morphogenesis
  • Reference, information & interdisciplinary subjects
  • regulatory networks
  • Research & information: general
  • reservoir computing
  • reversible code
  • saturated incidence rate
  • sensitivity analysis
  • stochastic biochemical systems
  • stochastic simulation algorithm
  • stress test
  • system size expansion
  • Verification & Validation
  • well-posedness

Links

DOI: 10.3390/books978-3-0365-9036-3

Editions

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