Bayesian optimization of gray-box process models using a modified upper confidence bound acquisition functionCOMPUTERS & CHEMICAL ENGINEERINGIF3.92025-03-010OAAI
Data-efficient surrogate modeling of thermodynamic equilibria using Sobolev training, data augmentation and adaptive samplingCHEMICAL ENGINEERING SCIENCEIF4.32024-11-011OAAI
Overcoming the modeling bottleneck: A methodology for dynamic gray-box modeling with optimized training dataJOURNAL OF PROCESS CONTROLIF3.92023-10-010OAAI
A hybrid dynamic model for the prediction of molten iron and slag quality indices of a large-scale blast furnaceCOMPUTERS & CHEMICAL ENGINEERINGIF3.92022-01-0130OAAI
Surrogate Modeling of Fugacity Coefficients Using Adaptive SamplingINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCHIF3.92019-09-1913PREAI