2 papers
physics.chem-ph2022
A nested loop for simultaneous model topology screening, parameters estimation, and identification of the optimal number of experiments: Application to a Simulated Moving Bed unit
Rodrigo V. A. Santos, Carine M. Rebello, Anderson Prudente +6
Simulated Moving Bed (SMB) chromatography is a well-known technique for the resolution of several high-value-added compounds. Parameters identification and model topology definitio…
math.OC2022
A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem
Luana P. Queiroz, Carine M. Rebello, Erber A. Costa +4
Scientific machine learning (SciML) is a field of increasing interest in several different application fields. In an optimization context, SciML-based tools have enabled the develo…