2016 AIChE Annual Meeting

Session: Advances in Computational Methods and Numerical Analysis

This session invites contributions in all areas of applications of computational science in Chemical Engineering, including theory, efficient and/or novel algorithms, supercomputing applications, and numerical methods.

Chair

Jinfeng Liu, University of Alberta

Co-Chairs

Ravendra Singh, Rutgers, The State University of New Jer
Fernando V. Lima, West Virginia University

Presentations

08:30 AM

(266a) Monte-Carlo-Simulation-Based Optimization Methods for Copolymerization Process
Xi Chen, Lorenz Biegler, Yannan Ma, Jinzu Weng

08:48 AM

(266b) Dynamic Discrepancy Reduced Modeling: Overview and Applications
David S. Mebane, Kuijun Li, Priyadarshi Mahapatra, K. Sham Bhat, Joel D. Kress, David C. Miller

09:06 AM

(266c) A Heterogeneous High Performance Computing Implementation of Thin Film Growth Simulation
Xuelei Zhang, Dong Ni

09:24 AM

(266d) Novel Optimization-Based Adaptive Sparse-Grid Methods for Integration and Approximation
Fani Boukouvala, Chris A. Kieslich, Burcu Beykal, Christodoulos A. Floudas

09:42 AM

(266e) Multiscale Computational Fluid Dynamics: Methodology and Application to Film Microstructure Control in PECVD
Marquis Crose, Anh Tran, Helen Durand, Panagiotis Christofides

10:00 AM

(266f) Fault Tolerant Computing through Machine Learning
David Sroczynski, Christine Kyauk, Ioannis G. Kevrekidis, Paul Villoutreix, Joakim Anden

10:18 AM

(266g) An Information Entropy Based Consistency Index for Evaluating the Performance of Variable Selection Methods
Qinghua He

10:36 AM

(266h) Parallel Solution of Parameter Estimation Problem for Polymer Models Using Multiple Grade Transition Curves
Francisco Trespalacios, Thomas A. Badgwell