Computational Fluid Particle Dynamics-Informed Machine Learning Prototype for a User-Centered Smart Inhaler Enabling Uniform Drug Delivery to Small Airways
Ziyang Zhang, Hang Yi, Arun V. Kolanjiyil, Chenang Liu, Yu Feng
This paper develops a machine learning framework informed by computational fluid dynamics to optimize inhaler nozzle design for uniform drug delivery to small airways.
Journal of Aerosol Science · Apr 24, 2026Peer-reviewedBioengineering