Publications

Ajuria-Illaramendi Ekhi, Alguacil Antonio, Bauerheim Michaël, Misdariis Antony, Cuenot Bénédicte, Benazera Emmanuel, Towards a hybrid computational strategy based on Deep Learning for incompressible flows. 2020, AIAA AVIATION FORUM, 2020-06-15 - 2020-06-19 (2020-06-19, Virtual Event)

Towards a hybrid computational strategy based on Deep Learning for incompressible flows

Alguacil Antonio, Bauerheim Michaël, Jacob Marc C., Moreau Stéphane, Predicting the Propagation of Acoustic Waves using Deep Convolutional Neural Networks. 2020, AIAA AVIATION FORUM, 2020-06-15 - 2020-06-19 (2020-06-19, Virtual Event)

Predicting the Propagation of Acoustic Waves using Deep Convolutional Neural Networks

Alguacil Antonio, Pinto Wagner Gonçalves, Bauerheim Michaël, Jacob Marc C., Moreau Stéphane, Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics. 2021, Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2021-09-13 - 2021-09-17 (2021-09-17, Virtual event)

Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics

Alguacil Antonio, Bauerheim Michaël, Jacob Marc C., Moreau Stéphane, A generic deep learning framework for propagation and scattering of acoustic waves in quiescent flows. 2021, AIAA AVIATION 2021 FORUM, 2021-08-02 - 2021-08-06 (2021-08-06, Virtual event)

A generic deep learning framework for propagation and scattering of acoustic waves in quiescent flows

Alguacil Antonio, Bauerheim Michaël, Becherucci Lorenzo, Jacob Marc C., Moreau Stéphane, Predicting the sound refraction on shear layers with deep neural networks : 28th AIAA/CEAS Aeroacoustics 2022 Conference. 2022, 28th AIAA/CEAS Aeroacoustics 2022 Conference, 2022-06-17 - 2022-06-14 (2022-06-14, Southampton)

Predicting the sound refraction on shear layers with deep neural networks : 28th AIAA/CEAS Aeroacoustics 2022 Conference

Alguacil Antonio, Bauerheim Michaël, Jacob Marc C., Moreau Stéphane, Correcting the Prediction of Noise Scattering at Sharp Edges for a Spatio-Temporal Deep Learned Acoustic Surrogate : AIAA AVIATION 2023 Forum. 2023, AIAA AVIATION 2023 Forum, 2023-06-16 - 2023-06-12 (2023-06-12, San Diego)

Correcting the Prediction of Noise Scattering at Sharp Edges for a Spatio-Temporal Deep Learned Acoustic Surrogate : AIAA AVIATION 2023 Forum

Arroyo-Ramo Andrea, Alguacil Antonio, Bauerheim Michaël, Moreau Stéphane, Jacob Marc C., Artificial Neural Networks Prediction of Wall-Pressure Spectrum : 30th AIAA/CEAS Aeroacoustics Conference. 2024, 30th AIAA/CEAS Aeroacoustics Conference (2024), 2024-06-07 - 2024-06-04 (2024-06-04, Rome)

Artificial Neural Networks Prediction of Wall-Pressure Spectrum : 30th AIAA/CEAS Aeroacoustics Conference

Alguacil Antonio, Bauerheim Michaël, Moreau Stéphane, Lavoie, Pierre, François Bolduc-Teasdale, Data-Driven Acceleration and Sensitivity Study of an Acoustic Cascade Response Model : 30th AIAA/CEAS Aeroacoustics Conference. 2024, 30th AIAA/CEAS Aeroacoustics Conference (2024), 2024-06-07 - 2024-06-04 (2024-06-04, Rome)

Data-Driven Acceleration and Sensitivity Study of an Acoustic Cascade Response Model : 30th AIAA/CEAS Aeroacoustics Conference