Hybrid Systems Biology: 6th International Workshop, HSB 2019, Prague, Czech Republic, April 6-7, 2019, Revised Selected Papers: Lecture Notes in Computer Science, cartea 11705
Editat de Milan Češka, Nicola Paolettien Limba Engleză Paperback – aug 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.
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Specificații
ISBN-13: 9783030280413
ISBN-10: 3030280411
Pagini: 181
Ilustrații: XVI, 181 p. 67 illus., 39 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.29 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Bioinformatics
Locul publicării:Cham, Switzerland
ISBN-10: 3030280411
Pagini: 181
Ilustrații: XVI, 181 p. 67 illus., 39 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.29 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Bioinformatics
Locul publicării:Cham, Switzerland
Cuprins
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.