Jet Noise Prediction via Low-order Machine Learning

[1]  Parviz Moin,et al.  Large-eddy simulation for supersonic rectangular jet noise prediction: effects of chevrons , 2012 .

[2]  Mark N. Glauser,et al.  A deep learning approach to jet noise prediction , 2018 .

[3]  Dimitri Papamoschou,et al.  Modelling of noise reduction in complex multistream jets , 2017, Journal of Fluid Mechanics.

[4]  Gilead Tadmor,et al.  Using large eddy simulation to explore sound-source mechanisms in jets , 2011 .

[5]  Robert P Trost,et al.  Statistical analysis of hearing loss among navy personnel. , 2007, Military medicine.

[6]  M. Goldstein,et al.  Hybrid Source Model for Predicting High-Speed Jet Noise , 2011 .

[7]  P. Werbos,et al.  Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences , 1974 .

[8]  Andrew S. Magstadt,et al.  Investigation of a Supersonic Jet from a Three-Stream Engine Nozzle , 2018 .

[9]  J. Fields.  Effect of personal and situational variables on noise annoyance in residential areas , 1993 .

[10]  S. Lele,et al.  Current Status of Jet Noise Predictions Using Large-Eddy Simulation , 2008 .

[11]  Andrew Corrigan,et al.  Impact of the Specific Heat Ratio On the Noise Generation in a High-Temperature Supersonic Jet , 2016 .

[12]  Datta V. Gaitonde,et al.  Modeling Jet Noise using Potential Flow and Simple Acoustic Sources , 2017 .

[13]  C. Tam,et al.  Jet Mixing Noise from Fine-Scale Turbulence , 1998 .

[14]  M. Lighthill.  On sound generated aerodynamically I. General theory , 1952, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[15]  Leonard V. Lopes,et al.  Design of the Next Generation Aircraft Noise Prediction Program: ANOPP2 , 2011 .

[16]  Foluso Ladeinde,et al.  An Integrated RANS-PSE-Wave Packet Tool for the Prediction of Subsonic and Supersonic Jet Noise , 2010 .

[17]  D. L. Hawkings,et al.  Sound generation by turbulence and surfaces in arbitrary motion , 1969, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

[18]  Sivaram Gogineni,et al.  Noisy Flow Structures in a Heated and Unheated Jet Produced by a Three-Stream Rectangular Nozzle with an Aft Deck , 2016 .