2020 Virtual AIChE Annual Meeting

Session: Artificial Intelligence and Advanced Computation I

Chair

Lima, F. V., West Virginia University

Co-Chair

Jain, A., Sparkcognition

Presentations

08:00 AM

(46a) Dynamical-Systems-Guided Learning of PDEs from Data
Kevrekidis, I. G., Arbabi, H., Samaey, G., Roberts, A., Bertalan, T.

08:15 AM

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

08:30 AM

(46c) Machine Learning-Based Prediction of Liquid Wettability of iCVD Polymers
Hunsberger, J., Soroush, M., Lau, K., Nguyen, T., Chen, Z.

08:45 AM

(46d) Approximating Process Safety Metrics Using Artificial Neural Networks
Harhara, A., Arora, A., Hasan, F.

09:00 AM

(46e) Long-Term Hybrid AI-Expert Combustion Optimization System for Coal-Fired Electricity Generation NOx Reduction
Tuttle, J. F., Vesel, R., Alagarsamy, S., Blackburn, L., Powell, K.

09:15 AM

(46g) Reinforcement Learning Augmented Model Predictive Control with Fuzzy Subtractive Clustering and Fuzzy Cognitive Mapping
Hedrick, E., Reynolds, K., Dwivedy, V., Bhattacharyya, D., Zitney, S., Omell, B. P.