Mathematical optimization fundamentals -- Linear programming and duality theory -- Flux balance analysis and LP problems -- Modeling with binary variables and MILP -- Thermodynamic analysis of metabolic networks -- Resolving network gaps and growth prediction inconsistencies in metabolic networks -- Identification and construction of pathways to target metabolites -- Computational strain design -- NLP fundamentals -- NLP applications in metabolic networks -- MINLP fundamentals and applications
