• Algebraic surrogate-based flexibility analysis of process units with complicating process constraints 

      Forster, Tim; Vázquez, Daniel; Fons, Isabela; Guillén-Gosálbez, Gonzalo (Computers & Chemical Engineering. 2024;184:108630, 2024-03-11)
      Flexibility analyses are widespread in chemical engineering to quantify allowed deviations from nominal conditions. Standard approaches to perform flexibility analysis can be hard to apply if process ...
    • Machine learning uncovers analytical kinetic models of bioprocesses 

      Forster, Tim; Vázquez, Daniel; Guillén-Gosálbez, Gonzalo (Chemical Engineering Science. 2024;300:120606, 2024-08-30)
      Identifying suitable kinetic models for bioprocesses is a complex task, particularly when interpretable models are sought. Classical machine learning algorithms are gaining wide interest to simulate ...