Publications

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, 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, 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

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, 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

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

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