Deliverables
Control of thermoacoustic system using machine learning
Compressible LES of liquid fuel injection using AVBP
Modelling of acoustically absorbing liners.
Demo of LES of unstable spray flames
Uncertainty handling in engine operation
Droplet measurements data in an atmospheric test rig
Development of the Discontinuous Galerkin discretization in SU2 application demo LES of spray flames
Compressible LES applied to combustion liners and dilution holes
Simulation data of the effect of pressure variation on spray combustion
Machine learning in thermoacoustic measurements
Comparison of different machine learning algorithms.
Application of machine learning in CFD.
Uncertainty Quantification of spray combustion
LES demo thermoacoustic instability in helicopter engine
Measurement data of the acoustic response of kerosene spray flames
Thermo-acoustics and combustion dynamics in aero gas turbine engines
Entrepreneurship, ethics, intellectual property rights and management
CFD for spray flame simulations
Measurements of spray flames in aircraft type combustors
Overview of Outreach activities Final press release
Aero gas turbine engine Combustion Dynamics and Acoustics Prediction and Remedy
Machine Learning, Combustion and Acoustics in aero engine combustors
Mandatory deliverable as consortium decided not to opt out of the pilot on open research.
MAGISTER web site operational
Searching for OpenAIRE data...
Publications
Author(s): Maximilian L. Croci, Ushnish Sengupta, Matthew P. Juniper
Published in: Computational Science – ICCS 2021 - 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part V, 12746, 2021, Page(s) 408-419, ISBN 978-3-030-77976-4
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77977-1_33
Author(s): Nicole Lopes M. B. Junqueira, Luís Fernando Figueira da Silva, Louise Da Costa Ramos
Published in: Procceedings of the 18th Brazilian Congress of Thermal Sciences and Engineering, 2020
Publisher: ABCM
DOI: 10.26678/abcm.encit2020.cit20-0196
Author(s): Sengupta, Ushnish; Croci, Maximilian L.; Juniper, Matthew P.
Published in: 1, 2021
Publisher: Cornell University
Author(s): Ushnish Sengupta; Carl Edward Rasmussen; Matthew P. Juniper
Published in: 2, 2021
Publisher: Proceedings of the ASME Turbo Expo
DOI: 10.1115/1.4049762
Author(s): Kulkarni S, Guo S, Silva CF, Polifke W.
Published in: 2021
Publisher: ASME Turbo Expo 2021
DOI: 10.13140/rg.2.2.25121.12642
Author(s): Ushnish Sengupta1 and Matthew P. Juniper1
Published in: 2021
Publisher: Symposium on Thermoacoustics in Combustion: Industry meets Academia (SoTiC 2021)
Author(s): L. C. Ramos, F. D. Meglio, V. Morgenthaler, L. F. Figueira da Silva, P. Bernard
Published in: 2020 IEEE Conference on Decision and Control (CDC), 2020
Publisher: IEEE
Author(s): Sengupta, Ushnish ; Waxenegger-Wilfing, Guenther ; Martin, Jan ; Hardi, Justin ; Juniper, Matthew
Published in: Avoiding High-frequency Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Bayesian Deep Learning, 2020
Publisher: Conference: American Physical Society, Division of Fluid Dynamics Meeting 2020 (APS DFD 2020)
DOI: 10.13140/rg.2.2.15452.00649
Author(s): P. W. Agostinelli; B. Rochette; D. Laera; J. Dombard; B. Cuenot; L. Gicquel
Published in: Crossref, 5, 2021, ISSN 1527-2435
Publisher: Physics of Fluids
DOI: 10.1063/5.0040719
Author(s): Amos, Matt ; Sengupta, Ushnish ; Hosking, Scott ; Young, Paul
Published in: 2021
Publisher: EGU General Assembly Conference Abstracts
Author(s): Ushnish Senguptaa, G ̈unther Waxenegger-Wilfingb, Jan Martinb,Justin Hardib, Matthew P. Junipera,∗
Published in: Fluid Dynamics (physics.flu-dyn); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG), 2021
Publisher: Fluid Dynamics (physics.flu-dyn); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
Author(s): Michael McCartney, Wolfgang Polifke
Published in: Proceedings of the ASME Turbo Expo 2020: Turbomachinery Technical Conference and Exposition, 2020
Publisher: ASME Turbo Expo 2020
DOI: 10.1115/gt2020-14834
Author(s): Michael McCartney, Matthias Haeringer, Wolfgang Polifke
Published in: Volume 4B: Combustion, Fuels, and Emissions, GT 2019, Anual, 2019, ISBN 978-0-7918-5862-2
Publisher: American Society of Mechanical Engineers
DOI: 10.1115/gt2019-91319
Author(s): Sara Navarro Arredondo, Jim Kok
Published in: Proceedings of the 26th International Congress on Sound and Vibration, 26, 2019, ISBN 978-1-9991810-0-0
Publisher: Canadian Acoustical Association
Author(s): Alireza Ghasemi, J.B.W. Kok
Published in: Proceedings of the 26th International Congress on Sound and Vibration, 26, 2019, ISBN 978-1-9991810-0-0
Publisher: Canadian Acoustical Association
Author(s): Ushnish Sengupta
Carl Rasmussen
Matthew Juniper
Published in: Proceedings of the ASME 2020 Turbomachinery Technical Conference Exposition, 2020
Publisher: Proceedings of the ASME 2020 Turbomachinery Technical Conference Exposition
DOI: 10.31224/osf.io/ysgp4
Author(s): Sengupta, Ushnish; Amos, Matt; Hosking, J. Scott; Rasmussen, Carl Edward; Juniper, Matthew; Young, Paul J.
Published in: 2, 2020
Publisher: Cornell University
DOI: 10.17863/cam.60032
Author(s): Ushnish Sengupta, Maximilian L. Croci, Matthew P. Juniper
Published in: 2020
Publisher: Cornell University
Author(s): Michael McCartney, Matthias Haeringer, Wolfgang Polifke
Published in: Volume 4B: Combustion, Fuels, and Emissions, 2019, ISBN 978-0-7918-5862-2
Publisher: American Society of Mechanical Engineers
DOI: 10.1115/gt2019-91319
Author(s): Agostinelli, P. W., Kwah, Y. H., Richard, S., Exilard, G., Dawson, J. R., Gicquel, L., & Poinsot, T.
Published in: 2020
Publisher: In Proceedings of the ASME Turbo Expo 2020: Turbomachinery Technical Conference and Exposition
DOI: 10.1115/gt2020-15035
Author(s): Maximilian L. Croci1 2, Ushnish Sengupta1 and Matthew P. Juniper1
Published in: Symposium on Thermoacoustics in Combustion: Industry meets Academia (SoTiC 2021), 2021
Publisher: SoTiC 2021 - Symposium on Thermoacoustics in Combustion: Industry meets Academia, 2021
Author(s): Louise da C. Ramos, Florent Di Meglio, Valery Morgenthaler, Luis F. Figueira da Silva, Pauline Bernard
Published in: 2020 59th IEEE Conference on Decision and Control (CDC), 2020, Page(s) 5435-5442, ISBN 978-1-7281-7447-1
Publisher: IEEE
DOI: 10.1109/cdc42340.2020.9304163
Author(s): N. L. M. B. Junqueira, L. F. Figueira da Silva, L. C. Ramos
Published in: 2020 Brazilian Congress of Thermal Sciences and Engineering, Online., 2020
Publisher: 2020 Brazilian Congress of Thermal Sciences and Engineering, Online.
Author(s): Louise da Costa Ramos, Florent Di Meglio, Luis Fernando F. Da Silva, Valery Morgenthaler
Published in: AIAA Scitech 2020 Forum, 2020, ISBN 978-1-62410-595-1
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2020-0416
Author(s): Nils Christian A. Wilhelmsen, Florent Di Meglio
Published in: 2020 59th IEEE Conference on Decision and Control (CDC), 2020, Page(s) 658-665, ISBN 978-1-7281-7447-1
Publisher: IEEE
DOI: 10.1109/cdc42340.2020.9304413
Author(s): Nicole Lopes Junqueira Luis Fernando Figueira da Silva , Louise da Costa Ramos , Igor Braga de Paula
Published in: 26 International Congress of Mechanical Engineering, 2021
Publisher: 26 International Congress of Mechanical Engineering
DOI: 10.26678/abcm.cobem2021.cob2021-0110
Author(s): Francesco Garita; Hans Yu; Matthew P. Juniper
Published in: 4, 2021, ISSN 1528-8919
Publisher: Journal of Engineering for Gas Turbines and Power
DOI: 10.31224/osf.io/8bmaz
Author(s): Edmond Shehadi, Edwin van der Weide
Published in: AIAA Scitech 2021 Forum, 2021, ISBN 978-1-62410-609-5
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-1660
Author(s): Garita, F., Yu, H., & Juniper, M.
Published in: Proceedings of the ASME Turbo Expo 2020: Turbine Technical Conference and Exposition, 2020
Publisher: ASME Turbo Expo 2020
Author(s): Alireza Javareshkian, Alexis Dancelme, Hongyu Chen, Thomas Sattelmayer
Published in: 2021
Publisher: Journal of Engineering for Gas Turbines and Power
DOI: 10.1115/gt2021-58535
Author(s): T. Lafarge; P. Boivin; N. Odier; B. Cuenot
Published in: EISSN: 1089-7666, 1, 2021, ISSN 1527-2435
Publisher: Physics of Fluids
DOI: 10.1063/5.0061638
Author(s): Thomas Christou
Björn Stelzner
Nikolaos Zarzalis
Published in: Atomization and Sprays, 2021, ISSN 1936-2684
Publisher: Atomization and Sprays
DOI: 10.1615/atomizspr.2021034553
Author(s): Nilam Tathawadekar, Nguyen Anh Khoa Doan, Camilo F. Silva, Nils Thuerey
Published in: Proceedings of the Combustion Institute, 2020, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2020.07.115
Author(s): Varun Shastry Quentin Cazeres Bastien Rochette Eleonore Riber Bénédicte Cuenot
Published in: Proceedings of the Combustion Institute, 2019, ISSN 1540-7489
Publisher: Combustion Institute
DOI: 10.1016/j.proci.2020.07.090
Author(s): P.W.Agostinelli D.Laera I.Boxx L.Gicquel T.Poinsotd
Published in: Combustion and Flame, 2021, ISSN 0010-2180
Publisher: Elsevier BV
DOI: 10.1016/j.combustflame.2021.111728
Author(s): Michael McCartney, Ushnish Sengupta, Matthew Juniper
Published in: Journal of Engineering for Gas Turbines and Power, 2021, ISSN 0742-4795
Publisher: American Society of Mechanical Engineers
DOI: 10.1115/1.4052145
Author(s): Michael McCartney, Matthias Haeringer, Wolfgang Polifke
Published in: Journal of Engineering for Gas Turbines and Power, 142/6, 2020, ISSN 0742-4795
Publisher: American Society of Mechanical Engineers
DOI: 10.1115/1.4045516
Author(s): Nils Christian A. Wilhelmsen, Florent Di Meglio
Published in: IFAC-PapersOnLine, 53/2, 2020, Page(s) 4181-4188, ISSN 2405-8963
Publisher: IFAC-PapersOnLine
DOI: 10.1016/j.ifacol.2020.12.2461
Author(s): Günther Waxenegger-Wilfing, Ushnish Sengupta, Jan Martin, Wolfgang Armbruster, Justin Hardi, Matthew Juniper, Michael Oschwald
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, 31/6, 2021, Page(s) 063128, ISSN 1054-1500
Publisher: American Institute of Physics
DOI: 10.1063/5.0038817
Author(s): Ushnish Sengupta, Matt Amos, J. Scott Hosking, Carl Edward Rasmussen, Matthew Juniper, Paul J. Young
Published in: Advances in Neural Information Processing Systems (NeurIPS) 2020, 2020
Publisher: Advances in Neural Information Processing Systems (NeurIPS) 2020