2020 Virtual AIChE Annual Meeting

Session: Advances in Computational Methods and Numerical Analysis

Chair

Khan, K., McMaster University

Co-Chair

Gupta, D., University of Wisconsin-Madison

Presentations

08:00 AM

(278a) Apply PC-SAFT Model in Industrial Scale Dynamic Simulation
Xu, G.

08:15 AM

(278b) Guaranteed Relaxations and Bounds on the Solution Sets of Parametric ODEs Via Implicit Linear Multistep Methods
Wilhelm, M., Stuber, M.

08:30 AM

(278c) Generating Subgradients for Bounding in Global Dynamic Optimization
Song, Y., Khan, K.

08:45 AM

(278d) A Model-Based Methodology for Continuous Experimental Designs
Kusumo, K., Chachuat, B., Shah, N., Garcia-Munoz, S.

09:00 AM

(278e) Tractable Global Solutions to Bayesian Optimal Experiment Design
Mesbah, A., Rodrigues, D., Makrygiorgos, G.

09:15 AM

(278f) Efficient Bayesian Inference for First-Principle Simulation Via Adversarial Networks and Low-Complexity Surrogate Models
Na, J., Sahinidis, N.

09:30 AM

(278g) Scientific Computation in the Latent Space through Manifold Learning
Evangelou, N., Dietrich, F., Lehmberg, D., Psarellis, G., Chiavazzo, E., Kevrekidis, I. G.

09:45 AM

(278h) From Partial Data to out-of-Bounds Parameter and Observation Estimation with Diffusion Maps and Geometric Harmonics
Koronaki, E., Boudouvis, A. G., Evangelou, N., Psarellis, G., Dietrich, F., Kevrekidis, I. G.