| | |articles||thèses/hdr||communications avec actes| |
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| | articles |
| 1. | Antonio ALGUACIL , Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU (2022). |
| | Deep learning surrogate for the temporal propagation and scattering of acoustic waves |
| | AIAA J. (17 pages). doi:10.2514/1.J061495  
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| 2. | Antonio ALGUACIL, Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU (2021). |
| | Predicting the propagation of acoustic waves using deep convolutional neural networks |
| | J. Sound Vib. 512, 116285 (23 pages). doi:10.1016/j.jsv.2021.116285
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| | |
| | thèses/hdr |
| 1. | Antonio ALGUACIL (dir.: Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU) (2022). |
| | Predicting the Propagation of Acoustic Waves in Complex Media with Deep Neural Networks |
| | Thèse Institut Supérieur de l'Aéronautique et de l'Espace |
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| | communications avec actes |
| 1. | Antonio ALGUACIL, Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU (2023). |
| | Correcting the prediction of noise scattering at sharp edges for a spatio-temporal deep learned acoustic surrogate |
| | 2023 AIAA Aviation and Aeronautics Forum and Exposition, San Diego, United States. doi:10.2514/6.2023-3341 |
| | In: Patrick YEE (Ed.), Alexandre DELACHE (Ed.), Daniel DELAURENTIS (Ed.), Geoffrey JERAM (Ed.), Vincent SCHULTZ (Ed.), Darrell CROWE (Ed.), Proceedings of the 2023 AIAA Aviation and Aeronautics Forum and Exposition, AIAA, Reston, Virginia, USA, 2023-3341 (19 pages). doi:10.2514/6.2023-3341
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| 2. | Antonio ALGUACIL, Michaël BAUERHEIM, Lorenzo BECHERUCCI, Marc C. JACOB, Stéphane MOREAU (2022). |
| | Predicting the sound refraction on shear layers with deep neural networks |
| | 28th AIAA/CEAS Aeroacoustics 2022 Conference, Southampton, United Kingdom. doi:10.2514/6.2022-2841 |
| | In: proceeding of the 28th AIAA/CAES Aeroacoustics 2022 Conference , AIAA, Reston, Virginia, USA, AIAA Paper n°2022-2841 (9 pages). doi:10.2514/6.2022-2841
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| 3. | Antonio ALGUACIL, Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU (2021). |
| | A generic deep learning framework for propagation and scattering of acoustic waves in quiescent flows |
| | 27th AIAA/CEAS Aeroacoustics Conference / Aviation 2021, virtual, United States. doi:0.2514/6.2021-2239 |
| | In: Proceedings of the 27th AIAA/CEAS Aeroacoustics Conference , AIAA, Reston, Virginia, USA, Paper n°2021-2239 (22 pages). doi:0.2514/6.2021-2239
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| 4. | Antonio ALGUACIL, Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU, Wagner GONÇALVES PINTO (2021). |
| | Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics |
| | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases / ECML PKDD 2021, Bilbao / virtual, Spain. doi:10.1007/978-3-030-86517-7_7 |
| | In: Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge in Databases (ECML PKDD 2021), , . doi:10.1007/978-3-030-86517-7_7
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| 5. | Antonio ALGUACIL, Michaël BAUERHEIM, Marc C. JACOB, Stéphane MOREAU (2020). |
| | Predicting the Propagation of Acoustic Waves using Deep Convolutional Neural Networks |
| | 26th AIAA/CEAS Aeroacoustics Conference / Aviation 2020, Reno / virtual, United States. doi:10.2514/6.2020-2513 |
| | In: Proceedings of the 26th AIAA/CEAS Aeroacoustics Conference , AIAA, Reston, Virginia, USA, Paper n° 2020-2513 (18 pages). doi:10.2514/6.2020-2513
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| : | Accéder au document dans l'archive HAL science ouverte |
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Laboratoire de mécanique des fluides et d'acoustique