46 Artificial Intelligence and Advanced Computation I

Monday, November 16, 2020: 8:00 AM - 9:00 AM
Next-Gen Manufacturing (T6) (PreRecorded+)

Description:
This session focuses on new directions in chemical engineering tied to artificial intelligence and advanced computation.

Sponsor:
Next-Gen Manufacturing
Co-Sponsor(s):
Information Management and Intelligent Systems (10E)
Chair:
Fernando V. Lima Email: Fernando.Lima@mail.wvu.edu
Co-Chair:
Akhilesh Jain Email: a.jain@utexas.edu


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


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


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


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


(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 and Kody M. Powell


(46g) Reinforcement Learning Augmented Model Predictive Control with Fuzzy Subtractive Clustering and Fuzzy Cognitive Mapping
Elijah Hedrick, Katherine Reynolds, Vinayak Dwivedy, Debangsu Bhattacharyya, Stephen E. Zitney and Benjamin P. Omell
See more of this Group/Topical: Topical Conference: Next-Gen Manufacturing
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