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

Durand, H., Wayne State University

Co-Chair

Scott, J., Georgia Institute of Technology

Presentations

03:30 PM

(389a) A Review and Outlook on Machine Learning and Data Science in Chemical Engineering

Qin, J., Dong, Y.

03:47 PM

(389b) Neural Network-Based Modeling and Operation for ALD of SiO2 Thin Films Using Data from a Multiscale CFD Simulation

Ding, Y., Zhang, Y., Wu, Z., Christofides, P.

04:04 PM

(389c) Keynote Talk: Intelligent Cloud-Based Algorithms for Pharmaceutical Drug Development

Bellucci, M. A., Burger, V., Yang, M., Sun, G., Liu, Y., Zhang, P., Ma, J., Jiang, A., Wen, S., Shi, X.

04:31 PM

(389d) Industrial Success Stories with Machine Learning and Deep Learning in Matlab

Rao, S., Hacioglu, A.

04:48 PM

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

05:15 PM

(389f) GPU-Accelerated Computation of Stirred Tanks

Shu, S., Yang, N.

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