@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
A machine learning-based process operability framework using Gaussian processes
@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
Metacontrol: A Python based application for self-optimizing control using metamodels
Felipe Souza Lima, Victor Manuel Cunha Alves, and Antonio Carlos Brandao Araujo
@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
Metamodel-based numerical techniques for self-optimizing control
Victor MC Alves, Felipe S Lima, Sidinei K Silva, and Antonio CB Araujo
@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},}