Data across the scales: data-driven multiphase flow reactor modeling

doi:10.1016/j.coche.2025.101193

Data across the scales: data-driven multiphase flow reactor modeling

2025-10-30

0

PRE

AI

Geraldine J. Heynderickx

K

Kevin M. Van Geem

DOI：10.1016/j.coche.2025.101193

Original

Original request for help

Save

Abstract

En 中文

• Cross-scale learning introduced for data models of multiphase reactors. • PINNS, operator- and GPT-based models highlighted as future directions. • Challenges and opportunities of data models for multiphase reactors discussed.

Data across the scales: data-driven multiphase flow reactor modeling

Abstract

Journal

Organization