Concepedia

Alexander Shmakov

AS

Statistics

Publications

11

Citations

375

H-Index

10

Active since

2018

Affiliations

University of California, Irvine(Current)

Lawrence Berkeley National Laboratory

Clean Energy (United States)

University of Washington

Hewlett Packard Enterprise (United States)

Alexander Shmakov is an author at University of California, Irvine specializing in computer science, deep learning, and reinforcement learning.

ORCID

Publications per year

2018–2025

11

Publications

11

Solving the Rubik’s cube with deep reinforcement learning and search

Forest Agostinelli, Stephen McAleer, Alexander Shmakov et al. · Nature Machine Intelligence · 2019 · 143 citations

, , +9

Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images

Gregor Urban, Kevin Bache, Duc T. T. Phan et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2018 · 63 citations · Full text

, , +16

Permutationless many-jet event reconstruction with symmetry preserving attention networks

M. J. Fenton, Alexander Shmakov, Ta-Wei Ho et al. · Physical review. D/Physical review. D. · 2022 · 43 citations · Full text

, , +16

End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics

Alexander Shmakov, Kevin Thomas Greif, M. J. Fenton et al. · arXiv (Cornell University) · 2023 · 23 citations · Full text

, , +17

The landscape of unfolding with machine learning

Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov et al. · SciPost Physics · 2025 · 19 citations · Full text

, , +6

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