Hybrid Systems Biology
6th International Workshop, HSB 2019, Prague, Czech Republic, April 6-7, 2019, Revised Selected Papers
(Sprache: Englisch)
This book constitutes the thoroughly refereed proceedings of the 6th International Workshop on Hybrid Systems Biology, HSB 2019, held in Prague, Czech Republic, in April 2019.
The 8 full papers presented in this book together with 1 short paper and 3...
The 8 full papers presented in this book together with 1 short paper and 3...
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Klappentext zu „Hybrid Systems Biology “
This book constitutes the thoroughly refereed proceedings of the 6th International Workshop on Hybrid Systems Biology, HSB 2019, held in Prague, Czech Republic, in April 2019.The 8 full papers presented in this book together with 1 short paper and 3 invited papers were carefully reviewed and selected from 13 submissions. They cover topics such as: modeling and analysis of metabolic, signaling, and genetic regulatory networks in living cells; models of tissues, organs, physiological models; models and methods coping with incomplete, uncertain and heterogeneous information including learning for biological systems, parametric synthesis and inference; stochastic and hybrid models in biology; hierarchical systems for multi-scale, multi-domain analysis; abstraction, approximation, discretization, and model reduction techniques; modeling, analysis and design for synthetic biology, cyber-biological systems and biomedical studies (e.g. therapies, teleoperation); game-theoretical frameworks and population models in biology (e.g. mixed-effects and Bayesian modeling); biological applications of quantitative and formal analysis techniques (e.g. reachability computation, model checking, abstract interpretation, bifurcation theory, stability and sensitivity analysis); efficient techniques for combined and heterogeneous (stochastic/deterministic, spatial/non-spatial) simulations for biological models; modeling languages and logics for biological systems with related analysis and simulation tools; and control architectures of biological systems including biology-in-the-loop systems and bio-robotics.
Inhaltsverzeichnis zu „Hybrid Systems Biology “
A multimodular system to study the impact of a focal lesion in neuronal cell cultures.- Reachability analysis and hybrid systems biology - In Memoriam Oded Maler.- Reaction networks, oscillatory motifs and parameter estimation in biochemical systems.- Fixed-point computation of equilibria in biochemical regulatory networks.- Rejection-based simulation of stochastic spreading processes on complex networks.- Controlling noisy expression through auto regulation of burst frequency and protein stability.- Extracting landscape features from single particle trajectories.- A hybrid HMM approach for the dynamics of DNA methylation.- Using a hybrid approach to model central carbon metabolism across the cell cycle.- Data-informed parameter synthesis for population Markov chains-. rPrism - A software for reactive weighted state transition models.- Hybrid modeling of metabolic-regulatory networks.Bibliographische Angaben
- 2019, 1st ed. 2019, XVI, 181 Seiten, 39 farbige Abbildungen, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben: Milan Ceska, Nicola Paoletti
- Verlag: Springer, Berlin
- ISBN-10: 3030280411
- ISBN-13: 9783030280413
- Erscheinungsdatum: 22.07.2019
Sprache:
Englisch
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