Stéphanie Chaillat-Loseille
CNRS Research Director
Deputy Director, POEMS
- Palaiseau, France
- POEMS
- rf.atsne@talliahc.einahpets
- Google Scholar
- HAL
Selected computational results
Research directions
Wave propagation in complex media
I study acoustic and elastic wave propagation in heterogeneous and layered media, multiple-scattering configurations, and coupled acoustic–elastic systems. My aim is to move beyond idealized model problems towards realistic geometries and physical configurations, with applications in seismology, underwater acoustics and flow-induced noise.
Fast and scalable numerical methods
I develop boundary element methods, fast multipole and hierarchical-matrix techniques, domain-decomposition methods, analytical preconditioners and anisotropic mesh-adaptation strategies for large-scale wave simulations. Alongside the mathematical analysis, I directly design, implement and validate the high-performance research codes used to assess these methods and perform large-scale simulations.
Learning-accelerated simulation
More recently, I have been exploring machine-learning and operator-learning approaches to reduce the computational cost of large-scale and repeated wave simulations, while preserving the physical structure, robustness and accuracy of classical numerical methods.
Current projects and partnerships
