Stochastic processes, multiscale modeling, and numerical methods for computational cellular biology. ([2017])

• Record Type: Book
• Further Information: Note: David Holcman, editor.
• Editors: Holcman, David
• Contents: Part I: Stochastic Chemical Reactions.- Test Models for Statistical Inference: Two-Dimensional Reaction Systems Displaying Limit Cycle Bifurcations and Bistability.- Importance Sampling for Metastable and Multiscale Dynamical Systems.- Multiscale Simulation of Stochastic Reaction-diffusion Networks.- Part II: Stochastic Numerical Approaches, Algorithms and Coarse-Grained Simulations.- Numerical Methods for Ergodic SDEs: When Stochastic Integration Meets Geometric Integration.- Stability and Strong Convergence for Spatial Stochastic Kinetics.- The T cells in an Ageing Virtual Mouse.- Part III: Analysis of Stochastic Dynamical Systems for Modeling Cell Biology.- Model reduction for Stochastic Reaction Systems.- ZI-closure Scheme: A Method to Solve and Study Stochastic Reaction Networks.- Deterministic and Stochastic Becker-Döring Equations: Past and Recent Mathematical Developments.- Coagulation-Fragmentation with a Finite Number of Particles: Models, Stochastic Analysis and Applications to Telomere Clustering and Viral Capsid Assembly.- A Review of Stochastic and Delay Simulation Approaches in both Time and Space in Computational Cell Biology -- Part IV: Diffusion Processes and Stochastic Modeling.- Recent Mathematical Models of Axonal Transport -- Stochastic Models for Evolving Cellular Populations of Mitochondria: Disease, Development, and Ageing.- Modeling and Stochastic Analysis of the Single Photon Response -- A Phenomenological Spatial Model for Macro-ecological Patterns in Species-rich Ecosystems.
• Publisher Details: Cham, Switzerland : Springer Nature
• Publication Date: 2017
• Extent: 1 online resource (xiii, 377 pages), color illustrations
• Subjects: 570.285; 510; Mathematics; Computational biology; Stochastic processes; NATURE -- Reference; SCIENCE -- Life Sciences -- Biology; SCIENCE -- Life Sciences -- General; Computational biology; Stochastic processes; Science -- Life Sciences -- Biophysics; Science -- Chaotic Behavior in Systems; Life sciences: general issues; Nonlinear science; Physiology -- Mathematics; Biological models; Mathematics -- Applied; Applied mathematics; Electronic books
• Languages: English
• ISBNs: 9783319626277; 3319626272
• Related ISBNs: 9783319626260; 3319626264
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from digital title page (ProQuest Ebook Central, viewed November 20, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.