Advances in Computational Methods and Numerical Analysis - II | AIChE

Other Sites & Tools

Technical Groups

Advances in Computational Methods and Numerical Analysis - II

Co-chair(s)

Inguva, P., Massachusetts Institute of Technology
Durand, H., Wayne State University

This session invites contributions on advances in mathematics, numerical analysis, computational science, and numerical methods as applied to problems relevant to chemical engineering. Topics of interest include simulation, data analysis, uncertainty quantification, machine learning, optimization, decision making, and control, among others. Contributions should have a clear focus on progress in computing, algorithms, numerical analysis, or foundational mathematical theory.

Presentations

3:30 PM
(241a) Locating Saddle Points of Dynamical Systems: Gentlest Ascent Dynamics & Gradient Extremals on Manifolds Defined By Adaptively Sampled Point Clouds
3:55 PM
(241b) Improving Robustness of Machine Learning Modeling of Nonlinear Processes Using Lipschitz-Constrained Neural Networks
4:13 PM
(241c) Regularization and the Effect of Uncertainty in Parameter Estimation for NRTL Models
4:31 PM
(241d) A Framework for Global Sensitivity Analysis Via Machine Learning for Dimensionality Reduction
4:49 PM
(241e) A Computationally Efficient Data-Driven Framework for Solving Water Flow Dynamics in Soil Via Fractional Diffusion Model
5:07 PM
(241f) Fast Simulation or Fast Solution?
5:25 PM
(241g) Data-Driven Bifurcation Diagrams for Neural (Integro-) Differential Equations
5:43 PM
(241h) Modeling Sphingolipid Metabolism and Prediction of Orosomucoid (ORM) Proteins’ Regulatory Roles: 15 N Stable Isotope Labeling Studies

Topics 

Computing and Systems Engineering

Checkout

Paper abstracts are public but to access Extended Abstracts, you must first purchase the conference proceedings.

Checkout

Do you already own this?

Pricing

Individuals

AIChE Pro Members $150.00
AIChE Emeritus Members $105.00
AIChE Graduate Student Members Free
AIChE Undergraduate Student Members Free
AIChE Explorer Members $225.00
Non-Members $225.00

More Conference Links