2023 AIChE Annual Meeting

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

Chair

Co-Chair

Maitraye Sen, Eli Lilly and Company

Presentations

12:30 PM

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

12:55 PM

(374b) Hybrid Modeling of CHO Cell Culture Using Physics Informed Neural Networks
Reza Kamyar, Shu Yang, Huiyi Cao, William Fahey

01:20 PM

(374c) Guaranteed Error-Bounded Surrogate Modeling for Process Simulation, Optimization, and Control
Ashfaq Iftakher, Chinmay Aras, Faruque Hasan

01:45 PM

(374d) Development of Hybrid First Principles – Artificial Intelligence Models: Applications to an Industrial Steam Superheater System
Angan Mukherjee, Vivek Saini, Samuel Adeyemo, Debangsu Bhattacharyya

02:10 PM

(374e) Material Flow Optimization of Acetaminophen Production Network Via Hybrid Mechanistic Machine Learning Approach to Minimize Waste Generation
Abhimanyu Raj Shekhar, Shweta Singh

02:35 PM

(374f) Optimal Storage Sizing of Sustainable Power-to-X System Using Generative Adversarial Networks
Young Woo Chon, Jeongdong Kim, Jinwoo Park, Junghwan Kim, Il Moon, Hyungjoon Yoon