Dark Matter & Cosmology

Reconstructing cosmic structure through gravitational lensing to study dark matter, mass distributions, and large-scale processes. Our work integrates physics-informed inference, neural reconstruction, and differentiable rendering, spanning weak lensing and emerging efforts in strong and cluster-scale regimes.

Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields

ICLR 2025 Zhao, Levis et al.

Single View Refractive Index Tomography with Neural Fields

Proc. IEEE/CVF CVPR 2024 Zhao, Levis et al.

Date	Title	First Authors	Venue
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
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