Michael Bauerheim

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Poisson Equation

Physical Systems

Convolutional Neural Networks

Stability Analysis

Top Venues

J. Comput. Phys.

Publications

Giovanni Catalani, Siddhant Agarwal, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations. CoRR (2024)
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)
Zhen Wei, Pascal Fua, Michael Bauerheim
Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning. CoRR (2023)
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 (2021)
Wagner Gonçalves Pinto, Antonio Alguacil, Michael Bauerheim
On the reproducibility of fully convolutional neural networks for modeling time-space evolving physical systems. CoRR (2021)
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)
Ekhi Ajuria Illarramendi, Michael Bauerheim, Bénédicte Cuenot
Performance and accuracy assessments of an incompressible fluid solver coupled with a deep Convolutional Neural Network. CoRR (2021)
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 (2021)
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 (2016)
Luca Magri, Michael Bauerheim, Matthew P. Juniper
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity. J. Comput. Phys. 325 (2016)