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Michael Bauerheim
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2020 – today
- 2025
- [j3]Mathieu Cances, Luc Giraud, Michael Bauerheim, Laurent Gicquel, Franck Nicoud:
Robustness and reliability of state-space, frame-based modeling for thermoacoustics. J. Comput. Phys. 520: 113472 (2025) - 2024
- [i6]Giovanni Catalani, Siddhant Agarwal, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier:
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations. CoRR abs/2407.19916 (2024) - 2023
- [c2]Ekhi Ajuria Illarramendi, Michael Bauerheim, Neil Ashton, Corentin Lapeyre, Bénédicte Cuenot:
Performance Study of Convolutional Neural Network Architectures for 3D Incompressible Flow Simulations. PASC 2023: 17:1-17:11 - [i5]Zhen Wei, Pascal Fua, Michael Bauerheim:
Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning. CoRR abs/2305.02116 (2023) - 2021
- [c1]Antonio Alguacil, Wagner Gonçalves Pinto, Michael Bauerheim, Marc C. Jacob, Stéphane Moreau:
Effects of Boundary Conditions in Fully Convolutional Networks for Learning Spatio-Temporal Dynamics. ECML/PKDD (5) 2021: 102-117 - [i4]Wagner Gonçalves Pinto, Antonio Alguacil, Michael Bauerheim:
On the reproducibility of fully convolutional neural networks for modeling time-space evolving physical systems. CoRR abs/2105.05482 (2021) - [i3]Antonio Alguacil, Wagner Gonçalves Pinto, Michael Bauerheim, Marc C. Jacob, Stéphane Moreau:
Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics. CoRR abs/2106.11160 (2021) - [i2]Ekhi Ajuria Illarramendi, Michael Bauerheim, Bénédicte Cuenot:
Performance and accuracy assessments of an incompressible fluid solver coupled with a deep Convolutional Neural Network. CoRR abs/2109.09363 (2021) - [i1]Lionel Cheng, Ekhi Ajuria Illarramendi, Guillaume Bogopolsky, Michael Bauerheim, Bénédicte Cuenot:
Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulations. CoRR abs/2109.13076 (2021)
2010 – 2019
- 2016
- [j2]Luca Magri, Michael Bauerheim, Matthew P. Juniper:
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity. J. Comput. Phys. 325: 395-410 (2016) - [j1]Luca Magri, Michael Bauerheim, Franck Nicoud, Matthew P. Juniper:
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part II. Uncertainty quantification. J. Comput. Phys. 325: 411-421 (2016)
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