My main research publications. For a complete list you can check my Google Scholar.


  1. alves23.jpg
    An inverse mapping approach for process systems engineering using automatic differentiation and the implicit function theorem
    Victor Alves, John R Kitchin, and Fernando V Lima
    AIChE Journal, 2023


  1. alves22.jpg
    A machine learning-based process operability framework using Gaussian processes
    Victor Alves, Vitor Gazzaneo, and Fernando V Lima
    Computers & Chemical Engineering, 2022


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    Metacontrol: A Python based application for self-optimizing control using metamodels
    Felipe Souza Lima, Victor Manuel Cunha Alves, and Antonio Carlos Brandao Araujo
    Computers & Chemical Engineering, 2020


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    Metamodel-based numerical techniques for self-optimizing control
    Victor MC Alves, Felipe S Lima, Sidinei K Silva, and Antonio CB Araujo
    Industrial & Engineering Chemistry Research, 2018