Computational Methods in Systems Biology

Modeling biological processes.- Models and their biological applications.- Frameworks for model verification, validation, analysis, and simulation of biological systems.- High-performance computational systems biology and parallel implementations.- Model inference from experimental data.- Model integration from biological databases.- Multi-scale modeling and analysis methods.- Computational approaches for synthetic biology.

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• Teoria matemática da computação
• Engenharia do software
• Biologia, ciências da vida
• Ciência da Computação
• Modelagem computacional e simulação
• Matemática para cientistas da computação

formal methods;live and medical sciences;model checking;simulation and modeling;uncertainty quantification;approximation;automated static analysis;big data;computational biology;dynamic analysis;dynamic modeling;game theory;logical frameworks;model verification and validation;modeling methodologies;optimization;parallel computing;probabilistic model checking;temporal logic;time series data