2023 AIChE Annual Meeting

Session: Data-driven and hybrid modeling for decision making II

Chair

Co-Chair

Sen, M., Eli Lilly and Company

Presentations

12:30 PM

(374a) A Semantic Based Decision Support Framework to Enable Model and Data Integration
Cecelja, F.

12:55 PM

(374b) Hybrid Modeling of CHO Cell Culture Using Physics Informed Neural Networks
Kamyar, R., Yang, S., Cao, H., Fahey, W.

01:20 PM

(374c) Guaranteed Error-Bounded Surrogate Modeling for Process Simulation, Optimization, and Control
Iftakher, A., Aras, C., Hasan, F.

01:45 PM

(374d) Development of Hybrid First Principles – Artificial Intelligence Models: Applications to an Industrial Steam Superheater System
Mukherjee, A., Saini, V., Adeyemo, S., Bhattacharyya, D.

02:10 PM

(374e) Material Flow Optimization of Acetaminophen Production Network Via Hybrid Mechanistic Machine Learning Approach to Minimize Waste Generation
Shekhar, A. R., Singh, S.

02:35 PM

(374f) Optimal Storage Sizing of Sustainable Power-to-X System Using Generative Adversarial Networks
Chon, Y. W., Kim, J., Park, J., Kim, J., Moon, I., Yoon, H.