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標(biāo)題: Titlebook: Chemical Master Equation for Large Biological Networks; State-space Expansio Don Kulasiri,Rahul Kosarwal Book 2021 The Editor(s) (if applic [打印本頁]

作者: interleukins    時間: 2025-3-21 18:18
書目名稱Chemical Master Equation for Large Biological Networks影響因子(影響力)




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書目名稱Chemical Master Equation for Large Biological Networks網(wǎng)絡(luò)公開度學(xué)科排名




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書目名稱Chemical Master Equation for Large Biological Networks被引頻次學(xué)科排名




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書目名稱Chemical Master Equation for Large Biological Networks讀者反饋學(xué)科排名





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https://doi.org/10.1007/978-981-16-5351-3Biochemical networks; Markov processes; Bayesian methods; Artificial intelligence; Bionetworks; Model bui
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978-981-16-5353-7The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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K. Goeke,H. -C. Kim,A. Silva,D. Urbanoprobabilities of the species by implementing and integrating the mathematical model of the G1/S cell-cycle checkpoint involving the DNA-damage signal transduction pathway. The mathematical model is based on chemical kinetic principles for simulating pathways to show the dynamic behaviour of a cell c
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An Integrated Large Model Case Study: Solving CME for Oxidative Stress Adaptation in the Fungal PatThe main objective of this chapter is to investigate the performance of the numerical . algorithm on a very large biochemical system. We analyse the state-space, domain formation and probabilities of important species by implementing and integrating the mathematical model of oxidative stress adaptation in the fungal pathogen, ..
作者: 陳腐的人    時間: 2025-3-23 22:18
comprehensively, underlining the interdisciplinary approach .This book highlights the theory and practical applications of the chemical master equation (CME) approach for very large biochemical networks, which provides a powerful general framework for model building in a variety of biological networ
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Visualizing Markov Process Through Graphs and Trees,onditions that must be followed by the functions. We quickly discover that the state-space problem can be simplified by characterization of a Markov chain that requires the graphs that adheres to the Markov chain tree properties. In this chapter, we visualize stochastic processes as Markov chain trees.
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作者: 殺死    時間: 2025-3-24 16:23
Introduction,e biochemical pathways can be modelled as reaction networks and these networks tend to be very large. We require novel computing and mathematical methods to deal with enormous amounts of experimental data down to the level of a single molecule of a species and then to use the data to develop phenomologial models.?
作者: 補(bǔ)充    時間: 2025-3-24 21:31
Intelligent State Projection,assive size of the transition rate matrix . and the time complexity of the evaluation of the matrix exponential increases. Therefore, we propose . (.) algorithm, which aims to improve the strategy of the state-space expansion and computing efficiency.
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Results from the forward G0 experimentassive size of the transition rate matrix . and the time complexity of the evaluation of the matrix exponential increases. Therefore, we propose . (.) algorithm, which aims to improve the strategy of the state-space expansion and computing efficiency.
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Comparative Study and Analysis of Methods and Models, BMC Bioinformatics 21:515, 2020), . (Sunkara, Vikram. 2013. “Analysis and Numerics of the Chemical Master Equation.” 1–134.), . (Gillespie,.The Journal of Physical Chemistry 81:2340–2361, 1977), expansion methods based on biochemical reaction networks—the catalytic reaction network (as discussed in
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A Large Model Case Study: Solving CME for G1/S Checkpoint Involving the DNA-Damage Signal Transduct we will briefly introduce the robustness of critical proteins of G1/S checkpoint involving the DNA-damage signal transduction pathway model in Sect.?.. In Sect.?., we will prepare and integrate the model to our . algorithm and, in Sect.?., we analyse the state-space of the model and the performance
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Chemical Master Equation for Large Biological NetworksState-space Expansio
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Teresa Shawcrossn Gower Street Stevenson could have written a new . In Samoa he wrote letters to . about Germans’.. By the late twentieth century, new critical and political values had overturned this hierarchy. Commentators now deprecate his Scottish fiction for its perceived nostalgia (in Christopher Harvie’s wor
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Practical and Theoretical Study of Abrasive Particle Velocities Observation in the High-Speed Waterrcial injection cutting head was used for the generation of multiphase turbulent AWJ. High-pressure flow monitoring, PTV-LIF methods and computational fluid dynamics (CFD) were used to study the multiphase flow. The main emphasis of this work is on the comparison of the results obtained by direct ob
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