Improvements in surrogate models for process synthesis. Application to water network system design. - J. E. A. Graciano; Galo A. C. Le Roux (Comput. Chem. Eng., 2013)

Performance comparison of parameter estimation techniques for unidentifiable models. - J. E. A. Graciano; Diego F. Mendoza; Galo A. C. Le Roux (Comput. Chem. Eng., 2014)

Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization. - Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis; Eric Bradford; Jose Eduardo Alves Graciano; Benoît Chachuat (CoRR, 2020)

Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. - Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis; Eric Bradford; Jose Eduardo Alves Graciano; Benoît Chachuat (Comput. Chem. Eng., 2021)