Publications

See Google Scholar for a full list of the publications I have co-authored.

CryoDRGN-AI: Neural Ab Initio Reconstruction of Challenging Cryo-EM and Cryo-ET Datasets

A. Levy, R. Raghu, R. Feathers, M. Grzadkowski, F. Poitevin, J. Johnston, F. Vallese, O. Clarke, G. Wetzstein, E. Zhong
Nature Methods, 2025

Website – Code – User Guide

Solving Inverse Problems in Protein Space Using Diffusion-Based Priors

A. Levy, E. Chan, S. Fridovich-Keil, F. Poitevin, E. Zhong, G. Wetzstein
arXiv, 2025

Website – Code


Mixture of Neural Fields for Heterogeneous Reconstruction in Cryo-EM

A. Levy, R. Raghu, D. Shustin, A. Peng, H. Li, O. Clarke, G. Wetzstein, E. Zhong
NeurIPS, 2024

MELON: NeRF with Unposed Images in SO(3)

A. Levy*, M. Matthews*, M. Sela, G. Wetzstein, D. Lagun
3DV Spotlight, 2024

Website

Amortized Inference for Heterogeneous Reconstruction in Cryo-EM

A. Levy, G. Wetzstein, J. Martel, F. Poitevin, E. Zhong
NeurIPS, 2022

Website – Code – Poster

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images

A. Levy, F. Poitevin, J. Martel, Y. Nashed, A. Peck, N. Miolane, D. Ratner, M. Dunne, G. Wetzstein
ECCV, 2022

Code – Poster