Data-driven Process Systems Engineering Lab
Data-driven Process Systems Engineering Lab
Atlanta, GA
January 23, 2023
The DD-PSE lab has grown! Riddhi Bhattacharya joins as a new undergraduate researcher and will work with Elisavet on the supply-chain of plastic recycling. Welcome, Riddhi!
Atlanta, GA
January 20, 2023
Sid successfully passed his quals! Congratulations!
Phoenix
November 20, 2022
DDPSE team gave a total of 4 talks and 2 posters at AIChE held at Phoenix, AZ. 2 of them were focused on modeling of mechanocatalytic plastic recycling, 1 talk was on data-driven optimization and rest of the talks on…
Optimization and Engineering 2022
Black-box surrogate-based optimization has received increasing attention due to the growing interest in solving optimization problems with embedded simulation data. The main challenge in surrogate-based optimization is the lack of consistently convergent behavior, due to the variability introduced by initialization,…
Computer Aided Chemical Engineering 2022
A common step in developing generalizable, dynamic mechanistic models is to fit unmeasured parameters to measured data. Fitting differential equation-based models can be computationally expensive due to the presence of nonlinearity and stiffness. This work proposes a two-stage indirect approach…