2019 AIChE Annual Meeting

Session: Artificial Intelligence and Advanced Computation

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

Chair

Helen Durand, Wayne State University

Co-Chair

Joseph Scott, Georgia Institute of Technology

Presentations

03:30 PM

(389a) A Review and Outlook on Machine Learning and Data Science in Chemical Engineering
Joe Qin, Yining Dong

03:47 PM

(389b) Neural Network-Based Modeling and Operation for ALD of SiO2 Thin Films Using Data from a Multiscale CFD Simulation
Yangyao Ding, Yichi Zhang, Zhe Wu, Panagiotis Christofides

04:04 PM

(389c) Keynote Talk: Intelligent Cloud-Based Algorithms for Pharmaceutical Drug Development
Michael A. Bellucci, Virginia Burger, Mingjun Yang, Guangxu Sun, Yang Liu, Peiyu Zhang, Jian Ma, Alan Jiang, Shuhao Wen, Xuekun Shi

04:31 PM

(389d) Industrial Success Stories with Machine Learning and Deep Learning in Matlab
Samvith Rao, Aycan Hacioglu

04:48 PM

(389e) Keynote Talk: Modern Data Analytics to Accelerate the Design of Advanced Materials
Dongwon Shin

05:15 PM

(389f) GPU-Accelerated Computation of Stirred Tanks
Shuli Shu, Ning Yang

05:32 PM

(389g) Keynote Talk: Faster Prediction with Artificial Intelligence: Using Process Simulations and Production Data to Develop Fast-Running Inference Models for Manufacturing
Victor Castillo