Transactions on Computational Systems Biology XI

Computational Models for Cell Processes

Specificaties
Paperback, 335 blz. | Engels
Springer Berlin Heidelberg | 2009e druk, 2009
ISBN13: 9783642041853
Rubricering
Springer Berlin Heidelberg 2009e druk, 2009 9783642041853
Onderdeel van serie Lecture Notes in Computer Science
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Biology is witnessing a transformation towards a more quantitative science, based on the major technological breakthroughs of the past decade. In this transformation, biology is incorporating mathematical modeling techniques and computational approaches towards numerical simulations, model analysis, and quantitativepredictions.An importantgoalis to formalizeandanalyzethe ev- changing inter-connections between components (often on di?erent time and space scales), their in?uence on one another, regulatory patterns, alternative pathways, etc. Formal reasoning rather than empirical observations is the main driving force in this new type of biological research.At the same time, computer science and applied mathematics are faced with considerable methodological challenges in handling an unprecedented level of concurrency, stochastic e?ects, amixoflargeandsmallpopulations,combinatorialexplosionsinthe statespace, model re?nement, and model (de)composition, etc. ThisspecialissueofTransactionsonComputationalSystemsBiologyonC- putationalModels forCellProcessesisbasedonaworkshopwith thesamename that took place in Turku, Finland, on May 27, 2008. The workshop was or- nized as a satellite event of the 15th International Symposium on Formal Me- ods that took place in Turku in the period May 28-31, 2008. This special issue however had an open call for paper submissions, with a separate peer-review process. The accepted papers span an interesting mix of approaches to systems biology, ranging from quantitative to qualitative techniques, from continuous to discrete mathematics, from deterministic to stochastic methods, from compu- tional models for biology to computing paradigms inspired by biology. Overall, they give a good glimpse into some of the exciting current research avenues in computational systems biology.

Specificaties

ISBN13:9783642041853
Taal:Engels
Bindwijze:paperback
Aantal pagina's:335
Uitgever:Springer Berlin Heidelberg
Druk:2009

Inhoudsopgave

Computational Models for Cell Processes.- Process Algebra Modelling Styles for Biomolecular Processes.- Simple, Enhanced and Mutual Mobile Membranes.- Bio-PEPA with Events.- In Silico Modelling and Analysis of Ribosome Kinetics and aa-tRNA Competition.- Qualitative and Quantitative Analysis of a Bio-PEPA Model of the Gp130/JAK/STAT Signalling Pathway.- Rule-Based Modelling and Model Perturbation.- Extended Stochastic Petri Nets for Model-Based Design of Wetlab Experiments.- A Projective Brane Calculus with Activate, Bud and Mate as Primitive Actions.- Accepting Networks of Non-inserting Evolutionary Processors.- Discrete Modeling of Biochemical Signaling with Memory Enhancement.- Dynamical Systems and Stochastic Programming: To Ordinary Differential Equations and Back.- Computing Equilibrium Points of Genetic Regulatory Networks.- Code, Context, and Epigenetic Catalysis in Gene Expression.

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        Transactions on Computational Systems Biology XI