2 papers
cs.NE2025
Optimality Principles and Neural Ordinary Differential Equations-based Process Modeling for Distributed Control
Michael R. Wartmann, B. Erik Ydstie
Most recent advances in machine learning and analytics for process control pose the question of how to naturally integrate new data-driven methods with classical process models and…
cond-mat.stat-mech2019
A Non-equilibrium Approach to Model Flash Dynamics with Interface Transport
Aaron Romo-Hernandez, Nicolas Hudon, B. Erik Ydstie +1
This article presents a modeling framework for a class of multiphase chemical systems based on non-equilibrium thermodynamics. Compartmental modeling is used to establish the dynam…