2020 Virtual AIChE Annual Meeting

Session: Artificial Intelligence and Advanced Computation I

Chair

Fernando V. Lima, West Virginia University

Co-Chair

Akhilesh Jain, Sparkcognition

Presentations

08:00 AM

(46a) Dynamical-Systems-Guided Learning of PDEs from Data
Ioannis G. Kevrekidis, Hassan Arbabi, Giovanni Samaey, Anthony Roberts, Thomas Bertalan

08:15 AM

(46b) A New Method for Building Surrogate Models of Stochastic Simulations
Samira Mohammadi, Selen Cremaschi

08:30 AM

(46c) Machine Learning-Based Prediction of Liquid Wettability of iCVD Polymers
Jacob Hunsberger, Masoud Soroush, Kenneth Lau, Tien Nguyen, Zhengtao Chen

08:45 AM

(46d) Approximating Process Safety Metrics Using Artificial Neural Networks
Ahmed Harhara, Akhil Arora, Faruque Hasan

09:00 AM

(46e) Long-Term Hybrid AI-Expert Combustion Optimization System for Coal-Fired Electricity Generation NOx Reduction
Jacob F. Tuttle, Ricky Vesel, Siva Alagarsamy, Landen Blackburn, Kody Powell

09:15 AM

(46g) Reinforcement Learning Augmented Model Predictive Control with Fuzzy Subtractive Clustering and Fuzzy Cognitive Mapping
Elijah Hedrick, Katherine Reynolds, Vinayak Dwivedy, Debangsu Bhattacharyya, Stephen Zitney, Benjamin P. Omell