Experimental measurement-based frequency-conditioned neural network modeling of conical acoustic liners under combined grazing and bias flow
Published online on May 19, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, Ahead of Print.
Acoustic liners are essential for noise reduction in aeroengines, but geometric parameter optimization for these in complex flows still represents an important challenge. The work presents a machine learning approach to estimate and optimize sound ...
Acoustic liners are essential for noise reduction in aeroengines, but geometric parameter optimization for these in complex flows still represents an important challenge. The work presents a machine learning approach to estimate and optimize sound ...