Dynamics and Control of Oscillatory Bioreactors

1 code implementation • 27 Jun 2023 • Pavan Inguva, Krystian Ganko, Alexis B. Dubs, Richard D. Braatz

Oscillatory dynamical behavior is undesirable as it can impact downstream processes, especially in a continuous operation, and can make process operations and product quality control more challenging.

Numerical simulation, clustering and prediction of multi-component polymer precipitation

1 code implementation • 10 Jul 2020 • Pavan Inguva, Lachlan Mason, Indranil Pan, Miselle Hengardi, Omar K. Matar

To reduce the required computational costs, we apply machine learning techniques for clustering and consequent prediction of the simulated polymer blend images in conjunction with simulations.

BIG-bench Machine Learning Clustering +2