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2019

Jet noise prediction via low-order machine learning

Ruscher, C. J., Gogineni, S., Tenney, A. & Glauser, M. N., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Acoustic emissions
Decomposition
Acoustic variables control
Audition

Stochastic estimation using modern methods in machine learning

Tenney, A. S., Glauser, M. N. & Berger, Z. P., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Pressure transducers
Pressure measurement
Network architecture
Mean square error
2018
1 Citation (Scopus)

A deep learning approach to jet noise prediction

Tenney, A. S., Glauser, M. N., Lewalle, J. & Ruscher, C. J., Jan 1 2018, AIAA Aerospace Sciences Meeting. 210059 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scaling laws
Network architecture
Mach number
Nozzles
Geometry
2 Citations (Scopus)

Data fusion to improve supersonic jet data

Ruscher, C. J., Gogineni, S., Magstadt, A. S., Berry, M. G. & Glauser, M. N., Jan 1 2018, AIAA Aerospace Sciences Meeting. 210059 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data fusion
Aircraft
Engines
Experiments

Experimental characterization of UAS flow fields through hotwire anemometry and PIV

Velarde, J. M., Connors, J. N., Berry, M., Ali, M. Y. & Glauser, M. N., Jan 1 2018, 2018 Applied Aerodynamics Conference. [publishername] American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA 2018-4121

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Velocity measurement
Flow fields
Air
Experiments
Power spectral density
5 Citations (Scopus)

Investigation of a supersonic jet from a three-stream engine nozzle

Ruscher, C. J., Magstadt, A. S., Berry, M. G., Glauser, M. N., Shea, P. R., Viswanath, K., Corrigan, A., Gogineni, S., Kiel, B. V. & Giese, A. J., Jan 1 2018, In : AIAA Journal. 56, 4, p. 1554-1568 15 p.

Research output: Contribution to journalArticle

Nozzles
Engines
Anechoic chambers
Jet engines
Research laboratories
2 Citations (Scopus)

Stereo PIV measurements in a multi-stream, rectangular, supersonic jet

Magstadt, A. S. & Glauser, M. N., Jan 1 2018, AIAA Aerospace Sciences Meeting. 210059 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Anechoic chambers
Aeroacoustics
Pressure transducers
Supersonic flow
Microphones
2017
1 Citation (Scopus)

Analysis of a rectangular supersonic multi-stream jet by LES and experiments

Berry, M. G., Stack, C. M., Ali, M. Y., Magstadt, A. S., Gaitonde, D. V. & Glauser, M. N., 2017, 10th International Symposium on Turbulence and Shear Flow Phenomena, TSFP 2017. International Symposium on Turbulence and Shear Flow Phenomena, TSFP10, Vol. 4.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

jet stream
large eddy simulation
Large eddy simulation
Eigenvalues and eigenfunctions
Velocity measurement
13 Citations (Scopus)

Application of POD on time-resolved schlieren in supersonic multi-stream rectangular jets

Berry, M. G., Magstadt, A. S. & Glauser, M. N., Feb 1 2017, In : Physics of Fluids. 29, 2, 020706.

Research output: Contribution to journalArticle

nozzles
decomposition
wall jets
bypasses
ramps
1 Citation (Scopus)

Correlations in the Near-Field of a complex supersonic jet using time-resolved schlieren imaging

Tenney, A., Coleman, T. J., Lewalle, J., Glauser, M. N. & Gogineni, S., 2017, AIAA SciTech Forum - 55th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc., AIAA 2017-1887

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supersonic flow
Photography
Frequency bands
Time series
Nozzles
1 Citation (Scopus)

Directionality and pulsing of acoustic propagation to the far-field of a supersonic jet flow

Starke, G. M., Lewalle, J., Glauser, M. N. & Gogineni, S., 2017, AIAA SciTech Forum - 55th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc., AIAA 2017-0227

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics
Microphones
Sensors
Modulation
Statistics
5 Citations (Scopus)

DMD and POD of time-resolved schlieren on a multi-stream single expansion ramp nozzle

Berry, M. G., Ali, M. Y., Magstadt, A. S. & Glauser, M. N., Aug 1 2017, In : International Journal of Heat and Fluid Flow. 66, p. 60-69 10 p.

Research output: Contribution to journalArticle

ramps
nozzles
Nozzles
Decomposition
decomposition
6 Citations (Scopus)

Low-dimensional and data fusion techniques applied to a supersonic multistream single expansion ramp nozzle

Berry, M. G., Stack, C. M., Magstadt, A. S., Ali, M. Y., Gaitonde, D. V. & Glauser, M. N., Oct 1 2017, In : Physical Review Fluids. 2, 10, 100504.

Research output: Contribution to journalArticle

Orthogonal Decomposition
Data Fusion
Data fusion
Nozzle
Nozzles
5 Citations (Scopus)

Repairing occluded data for a Mach 0.6 jet via data fusion

Ruscher, C. J., Dannenhoffer, J. F. & Glauser, M. N., 2017, In : AIAA Journal. 55, 1, p. 255-264 10 p.

Research output: Contribution to journalArticle

Data fusion
Velocity measurement
Mach number
Decomposition
Pressure sensors

Reprint of: DMD and POD of time-resolved schlieren on a multi-stream single expansion ramp nozzle

Berry, M. G., Ali, M. Y., Magstadt, A. S. & Glauser, M. N., 2017, (Accepted/In press) In : International Journal of Heat and Fluid Flow.

Research output: Contribution to journalArticle

ramps
nozzles
Nozzles
Decomposition
decomposition
4 Citations (Scopus)

Time-resolved schlieren POD and aft deck pressure correlations on complex supersonic jet nozzles

Berry, M. G., Magstadt, A. S., Ali, M. Y., Glauser, M. N., Ruscher, C. J. & Gogineni, S., 2017, AIAA SciTech Forum - 55th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc., AIAA 2017-0553

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nozzles
Decomposition
Photography
Pressure sensors
Time series
2016
20 Citations (Scopus)

An acoustic investigation of a supersonic, multi-stream jet with aft deck: Characterization and acoustically-optimal operating conditions

Berry, M. G., Magstadt, A. S., Glauser, M. N., Ruscher, C. J., Gogineni, S. & Kiel, B. V., 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nozzles
Acoustics
Engines
Microphones
Pressure measurement
17 Citations (Scopus)

A near-field investigation of a supersonic, multi-stream jet: Locating turbulence mechanisms through velocity and density measurements

Magstadt, A. S., Berry, M. G., Coleman, T. J., Shea, P. R., Glauser, M. N., Ruscher, C. J., Gogineni, S. & Kiel, B. V., 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Velocity measurement
Flow fields
Turbulence
Nozzles
Aerospace industry
12 Citations (Scopus)

Extracting near-field structures related to noise production in high speed jets

Kan, P., Ruscher, C. J., Lewalle, J., Glauser, M. N., Gogineni, S. & Kiel, B. V., 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustic waves
Large eddy simulation
Flow structure
Power spectrum
Frequency bands
4 Citations (Scopus)

Flow Structures Associated with Turbulent Mixing Noise and Screech Tones in Axisymmetric Jets

Magstadt, A. S., Berry, M. G., Berger, Z. P., Shea, P. R., Ruscher, C. J., Gogineni, S. P. & Glauser, M. N., Nov 3 2016, (Accepted/In press) In : Flow, Turbulence and Combustion. p. 1-26 26 p.

Research output: Contribution to journalArticle

screech tones
turbulent mixing
Flow structure
Acoustics
convergent nozzles
6 Citations (Scopus)

Identifying coherent structures in a 3-stream supersonic jet flow using time-resolved schlieren imaging

Tenney, A., Coleman, T. J., Lewalle, J., Ruscher, C., Glauser, M. N., Gogineni, S. & Kiel, B., 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Imaging techniques
Time series
Power spectrum
Frequency bands
Flow fields
11 Citations (Scopus)

Numerical investigation of a supersonic multistream Jet with an Aft-Deck

Stack, C. M., Gaitonde, D. V., Agostini, L., Berry, M. G., Magstadt, A. S. & Glauser, M. N., 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Boundary layers
Nozzle design
Large eddy simulation
Mach number
Nozzles
4 Citations (Scopus)

Phase correlations between near- and far-field of a 3-stream supersonic nozzle

Lewalle, J., Kan, P., Ruscher, C., Glauser, M. N., Gogineni, S. & Kiel, B., 2016, 54th AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nozzles
Power spectrum
Cones
Acoustics
Statistics
2 Citations (Scopus)

Preface

Pollard, A., Castillo, L., Danaila, L. & Glauser, M. N., Aug 30 2016, Whither Turbulence and Big Data in the 21st Century?. Springer International Publishing, p. vii-viii

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Preface

Pollard, A., Castillo, L., Danaila, L. & Glauser, M. N., Aug 30 2016, Whither Turbulence and Big Data in the 21st Century?. Springer International Publishing, p. vii-viii

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

1 Citation (Scopus)

Turbulent flow physics and control: The role of big data analyses tools

Magstadt, A. S., Kan, P., Berger, Z. P., Ruscher, C. J., Berry, M. G., Green, M. A., Lewalle, J. & Glauser, M. N., Aug 30 2016, Whither Turbulence and Big Data in the 21st Century?. Springer International Publishing, p. 295-322 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Turbulent flow
Physics
Big data
1 Citation (Scopus)

Whither turbulence and big data in the 21st century?

Pollard, A., Castillo, L., Danaila, L. & Glauser, M. N., Aug 30 2016, Springer International Publishing. 574 p.

Research output: Book/ReportBook

Turbulence
Big data
Jet engines
Large eddy simulation
Farms
2015
8 Citations (Scopus)

Active flow control for high speed jets with large window PIV

Berger, Z. P., Shea, P. R., Berry, M. G., Noack, B. R., Gogineni, S. & Glauser, M. N., Jan 1 2015, In : Flow, Turbulence and Combustion. 94, 1, p. 97-123 27 p.

Research output: Contribution to journalArticle

particle image velocimetry
Flow control
Velocity measurement
high speed
Flow fields
5 Citations (Scopus)

An investigation of sonic & supersonic axisymmetric jets: Correlations between flow physics and far-field noise

Magstadt, A. S., Berry, M. G., Berger, Z. P., Shea, P. R., Glauser, M. N., Ruscher, C. J. & Gogineni, S., Jan 1 2015, 9th International Symposium on Turbulence and Shear Flow Phenomena, TSFP 2015. TSFP-9, Vol. 1.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Physics
Acoustics
Microphones
Acoustic noise
5 Citations (Scopus)

Comparison of spatial and temporal resolution on high speed axisymmetric jets

Berry, M. G., Magstadt, A. S., Berger, Z. P., Shea, P. R., Glauser, M. N., Ruscher, C. J. & Gogineni, S. P., 2015, 53rd AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA 2015-0738

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustic fields
Velocity measurement
Mach number
Nozzles
Flow fields
3 Citations (Scopus)

Investigation of "loud" modes in a high-speed jet to identify noise-producing events

Berger, Z. P., Berry, M. G., Shea, P. R., Glauser, M. N., Kan, P., Lewalle, J., Ruscher, C. J. & Gogineni, S. P., 2015, 53rd AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA, AIAA 2015-0739

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mach number
Flow fields
Anechoic chambers
Acoustic fields
Pressure measurement
16 Citations (Scopus)

Low-dimensional approach for reconstruction of airfoil data via compressive sensing

Bai, Z., Wimalajeewa, T., Berger, Z., Wang, G., Glauser, M. N. & Varshney, P. K., 2015, In : AIAA Journal. 53, 4, p. 920-933 14 p.

Research output: Contribution to journalArticle

Airfoils
Velocity measurement
Discrete cosine transforms
Principal component analysis
Decomposition
3 Citations (Scopus)

The properties and localizations of acoustic sources of high speed jet

Kan, P., Lewalle, J., Berger, Z. P. & Glauser, M. N., 2015, 53rd AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wave packets
Acoustics
Acoustic noise
Acoustic variables control
Aircraft engines