2023 AIChE Annual Meeting

Session: Advances in Computational Methods and Numerical Analysis - II

Co-Chairs

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

Presentations

03:30 PM

(241a) Locating Saddle Points of Dynamical Systems: Gentlest Ascent Dynamics & Gradient Extremals on Manifolds Defined By Adaptively Sampled Point Clouds

03:55 PM

(241b) Improving Robustness of Machine Learning Modeling of Nonlinear Processes Using Lipschitz-Constrained Neural Networks

04:13 PM

(241c) Regularization and the Effect of Uncertainty in Parameter Estimation for NRTL Models

04:31 PM

(241d) A Framework for Global Sensitivity Analysis Via Machine Learning for Dimensionality Reduction

04:49 PM

(241e) A Computationally Efficient Data-Driven Framework for Solving Water Flow Dynamics in Soil Via Fractional Diffusion Model

05:07 PM

(241f) Fast Simulation or Fast Solution?

05:25 PM

(241g) Data-Driven Bifurcation Diagrams for Neural (Integro-) Differential Equations

05:43 PM

(241h) Modeling Sphingolipid Metabolism and Prediction of Orosomucoid (ORM) Proteins’ Regulatory Roles: 15 N Stable Isotope Labeling Studies