2025 AIChE Annual Meeting

Session: 10D: Applied Math and Numerical Methods for Industrial Applications

This session features abstracts pertaining to the application of mathematical modeling and analysis, numerical methods, and/or scientific computing, with a particular emphasis on industrial applications. Topics of interest include modeling, simulation, control, data analysis, uncertainty quantification, networked systems, deterministic or stochastic techniques, differential equations, distributed parameter systems, etc. For submitters from industry (rather than academia), submissions featuring significant open/unresolved problems are also encouraged.

Chair

Robert DeJaco, National Institute of Standards and Technology

Co-Chair

Daniel Laky, University of Notre Dame

Presentations

12:30 PM

(329a) Model Development and Parameter Estimation of Mechanochemical Population Balance Models – Utilities and Limitations of the Physics-Informed Neural Network Approach
Jacob Sweet, Elisavet Anglou, Yuchen Chang, Carsten Sievers, Fani Boukouvala

12:48 PM

(329b) Macro–Micro–Meso Multiscale Coupled Modeling for Optimizing Two-Sided Drying Conditions in Battery Separator Manufacturing
Hyeonjeong Oh, Anseong Park, Eunyeong Jung, Wonbo Lee, Jonggeol Na

01:06 PM

(329c) Modeling and State Estimation of Wax Deposition in a Subsea Pipeline Segment
Safa Khari, Stevan Dubljevic

01:24 PM

(329d) Novel Approaches to Protonic Ceramic Electrochemical Cells Digital Twin Modeling Based on Embedded Karhunen-Loève Decomposed Gaussian Processes
Venkata Srikar Devarakonda, Fernando Lima, David S. Mebane

01:42 PM

(329e) Modeling and Simulation of Two-Phase Flow through Porous Media Arising in Gas-Separation Membranes
Robert DeJaco, Lloyd Lobo, Brandon Burghardt, Ryan Evans, Anthony J. Kearsley

02:00 PM

(329f) Data-Driven Discrepancy Quantification in Microkinetic Modeling of Catalytic Processes Via Bayesian Calibration
Amirmohammad Ebrahimi, Thiago Oliveira Cabral, Joshua Ighalo, Placidus B. Amama, Davood Pourkargar

02:18 PM

(329g) Atomistic-Mesoscopic Modeling of Area-Selective Aluminum Oxide Deposition on Silicon Oxide and Silicon Hydride Surfaces
Feiyang Ou, Henrik Wang, Julius Suherman, Gerassimos Orkoulas, Panagiotis Christofides

02:36 PM

(329h) Digital Twin Model Development for Catalytic CO? Methanation
Luisa Peterson, Ali Forootani, Edgar Ivan Sanchez Medina, Ion Victor Gosea, Peter Benner, Kai Sundmacher