Chemical Master Equation for Large Biological Networks
portes grátis
Chemical Master Equation for Large Biological Networks
State-space Expansion Methods Using AI
Kosarwal, Rahul; Kulasiri, Don
Springer Verlag, Singapore
09/2022
217
Mole
Inglês
9789811653537
15 a 20 dias
367
Descrição não disponível.
1. Introduction.- 2. A Review and Challenges in Chemical Master Equation.- 3. Visualizing Markov Process through Graphs and Trees.- 4. Intelligent State Projection.- 5. Comparative Study And Analysis of Methods and Models.- 6. A Large Model Case Study: Solving CME for G1/S Checkpoint Involving the DNA-damage Signal Transduction Pathway.- 7. An Integrated Large Model Case Study: Solving CME for Oxidative Stress Adaptation in the Fungal Pathogen Candida Albicans.
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Biochemical networks;Markov processes;Bayesian methods;Artificial intelligence;Bionetworks;Model building;Markov tree;Markov graphs;Numerical simulations;Modeling and integration
1. Introduction.- 2. A Review and Challenges in Chemical Master Equation.- 3. Visualizing Markov Process through Graphs and Trees.- 4. Intelligent State Projection.- 5. Comparative Study And Analysis of Methods and Models.- 6. A Large Model Case Study: Solving CME for G1/S Checkpoint Involving the DNA-damage Signal Transduction Pathway.- 7. An Integrated Large Model Case Study: Solving CME for Oxidative Stress Adaptation in the Fungal Pathogen Candida Albicans.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.