Neural-network-based viscosity closure for non-Newtonian multiphase flows

TitleNeural-network-based viscosity closure for non-Newtonian multiphase flows
Publication TypeJournal Article
Year of Publication2026
AuthorsMurugaiyan, Suresh, Claire L. Nelson, Dhruv Gamdha, Austin Cunniff, Cheng-Hau Yang, Abraham Wiletsky, Kaitlyn W. Dilley, Patrick Babb, Andrew Rhode, Christopher M. Bates, Angela A. Pitenis, Michael L. Chabinyc, Adarsh Krishnamurthy, and Baskar Ganapathysubramanian
JournalTransport Phenomena
Volume1
Start Page20260105
Issue3
Date Published09/2026