arXiv 2025 Levis, Luong et al.
Focused publications
Differentiable Physics
Differentiable physics enables computing gradients through the entire sensing pipeline — from the imaging system to the physical processes that generate the observations, including light–matter interactions, scene dynamics, and even the curvature of space-time.
arXiv 2025 SaraerToosi, Tu et al.
ICLR 2025 Zhao, Levis et al.
IEEE Trans. on Comp. Imaging 2025 Feng et al.
Nature Astronomy 2024 Levis et al.
Proc. IEEE/CVF CVPR 2024 Zhao, Levis et al.
Show older publications (6 more)
| Date | Title | First Authors | Venue |
|---|---|---|---|
| Sep 2025 | Revealing Fine Structure in Protoplanetary Disks with Physics Constrained Neural Fields Aviad Levis, Nhan Luong, Richard Teague, Katherine Bouman, Marcelo Barraza-Alfaro, Kevin Flaherty | Levis, Luong et al. | arXiv |
| 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 |
| Apr 2025 | Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields Brandon Zhao, Aviad Levis, Liam Connor, Pratul P. Srinivasan, Katherine L. Bouman | Zhao, Levis et al. | ICLR |
| Jan 2025 | Exoplanet Imaging via Differentiable Rendering Brandon Y. Feng, Rodrigo Ferrer-Chávez, Aviad Levis, Jason J. Wang, Katherine L. Bouman, William T. Freeman | Feng et al. | IEEE Trans. on Comp. Imaging |
| Jun 2024 | Orbital Polarimetric Tomography of a Flare Near the Sagittarius A* Supermassive Black Hole Aviad Levis, Andrew A. Chael, Katherine L. Bouman, Maciek Wielgus, Pratul P. Srinivasan | Levis et al. | Nature Astronomy |
| June 2024 | Single View Refractive Index Tomography with Neural Fields Brandon Zhao, Aviad Levis, Liam Connor, Pratul P. Srinivasan, Katherine L. Bouman | Zhao, Levis et al. | Proc. IEEE/CVF CVPR |
| 2023 | Retrieving 3D distributions of atmospheric particles using Atmospheric Tomography with 3D Radiative Transfer – Part 1: Model description and Jacobian calculation Jesse Loveridge, Aviad Levis, Larry Di Girolamo, Vadim Holodovsky, Linda Forster, Anthony B. Davis, Yoav Y. Schechner | Loveridge, Levis et al. | Atm. Meas. Tech. |
| 2023 | Retrieving 3D distributions of atmospheric particles using Atmospheric Tomography with 3D Radiative Transfer – Part 2: Local optimization Jesse Loveridge, Aviad Levis, Larry Di Girolamo, Vadim Holodovsky, Linda Forster, Anthony B. Davis, Yoav Y. Schechner | Loveridge, Levis et al. | Atm. Meas. Tech. |
| Mar 2022 | Gravitationally Lensed Black Hole Emission Tomography Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman | Levis et al. | CVPR |
| 2020 | Multi-View Polarimetric Scattering Cloud Tomography and Retrieval of Droplet Size Aviad Levis, Yoav Y. Schechner, Anthony B. Davis, Jesse Loveridge | Levis et al. | Remote Sensing |
| 2017 | Multiple-Scattering Microphysics Tomography Aviad Levis, Yoav Y. Schechner, Anthony B. Davis | Levis et al. | Proc. IEEE CVPR |
| 2015 | Airborne Three-Dimensional Cloud Tomography Aviad Levis, Yoav Y. Schechner, Amit Aides, Anthony B. Davis | Levis et al. | Proc. IEEE ICCV |