publications

2023

1. 

   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

   Bib HTML

   @article{alves2023inverse,
     title = {An inverse mapping approach for process systems engineering using automatic differentiation and the implicit function theorem},
     author = {Alves, Victor and Kitchin, John R and Lima, Fernando V},
     journal = {AIChE Journal},
     pages = {e18119},
     year = {2023},
     publisher = {John Wiley \& Sons, Inc. Hoboken, USA},
     video = {https://www.youtube.com/live/UAIUSr4TzBk?feature=share},
   }

2022

1. 

   A machine learning-based process operability framework using Gaussian processes

   Victor Alves, Vitor Gazzaneo, and Fernando V Lima

   Computers & Chemical Engineering, 2022

   Bib HTML

   @article{alves2022machine,
     title = {A machine learning-based process operability framework using Gaussian processes},
     author = {Alves, Victor and Gazzaneo, Vitor and Lima, Fernando V},
     journal = {Computers \& Chemical Engineering},
     volume = {163},
     pages = {107835},
     year = {2022},
     publisher = {Elsevier},
   }

2020

1. 

   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

   Bib HTML

   @article{lima2020metacontrol,
     title = {Metacontrol: A Python based application for self-optimizing control using metamodels},
     author = {Lima, Felipe Souza and Alves, Victor Manuel Cunha and Araujo, Antonio Carlos Brandao},
     journal = {Computers \& Chemical Engineering},
     volume = {140},
     pages = {106979},
     year = {2020},
     publisher = {Elsevier},
   }

2018

1. 

   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

   Bib HTML

   @article{alves2018metamodel,
     title = {Metamodel-based numerical techniques for self-optimizing control},
     author = {Alves, Victor MC and Lima, Felipe S and Silva, Sidinei K and Araujo, Antonio CB},
     journal = {Industrial \& Engineering Chemistry Research},
     volume = {57},
     number = {49},
     pages = {16817--16840},
     year = {2018},
     publisher = {ACS Publications},
   }