arXiv 2025 SaraerToosi, Tu et al.
Focused publications
Data-Driven Dynamics
Learning dynamical systems and temporal evolution directly from sparse, noisy, or indirect data using models that capture multi-scale physical processes and underlying latent structure.
The Astrophysical Journal Letters 2025 Moran et al.
Proc. IEEE/CVF ICCV 2021 Levis et al.
Proc. IEEE CVPR 2018 Levis et al.
| Date | Title | First Authors | Venue |
|---|---|---|---|
| Jul 2025 | Neural Dynamic Modes: Computational Imaging of Dynamical Systems from Sparse Observations Ali SaraerToosi, Renbo Tu, Kamyar Azizzadenesheli, Aviad Levis | SaraerToosi, Tu et al. | arXiv |
| Jan 2025 | Effective Resistivity in Relativistic Reconnection: A Prescription Based on Fully Kinetic Simulations Abigail Moran, Lorenzo Sironi, Aviad Levis, Bart Ripperda, Elias R. Most, Sebastiaan Selvi | Moran et al. | The Astrophysical Journal Letters |
| Oct 2021 | Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements Aviad Levis, Daeyoung Lee, Joel A. Tropp, Charles F. Gammie, Katherine L. Bouman | Levis et al. | Proc. IEEE/CVF ICCV |
| 2018 | Statistical Tomography of Microscopic Life Aviad Levis, Yoav Y. Schechner, Ronen Talmon | Levis et al. | Proc. IEEE CVPR |