Global optimization of grey-box computational systems using surrogate functions and application to highly constrained oil-field operations. - Burcu Beykal; Fani Boukouvala; Christodoulos A. Floudas; Nadav Sorek; Hardikkumar Zalavadia; Eduardo Gildin (Comput. Chem. Eng., 2018)

Non-Intrusive Parametric Model Order Reduction With Error Correction Modeling for Changing Well Locations Using a Machine Learning Framework. - Hardikkumar Zalavadia; Eduardo Gildin (CoRR, 2020)