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ORCIDBen Nebgen
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- affiliation: Los Alamos National Laboratory, NM, USA
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2020 – today
- 2024
[i6]Minh Vu, Ben Nebgen, Erik Skau, Geigh Zollicoffer, Juan Castorena, Kim Ø. Rasmussen, Boian S. Alexandrov, Manish Bhattarai:
LaFA: Latent Feature Attacks on Non-negative Matrix Factorization. CoRR abs/2408.03909 (2024)- 2023
- [j2]Manish Bhattarai
, Namita Kharat, Ismael Boureima, Erik Skau, Benjamin T. Nebgen, Hristo N. Djidjev, Sanjay V. Rajopadhye, James P. Smith, Boian S. Alexandrov:
Distributed non-negative RESCAL with automatic model selection for exascale data. J. Parallel Distributed Comput. 179: 104709 (2023) - [j1]Maksim Kulichenko, Kipton Barros, Nicholas Lubbers, Ying Wai Li, Richard A. Messerly, Sergei Tretiak, Justin S. Smith, Benjamin T. Nebgen:
Uncertainty-driven dynamics for active learning of interatomic potentials. Nat. Comput. Sci. 3(3): 230-239 (2023) - [c1]Manish Bhattarai, Mehmet Cagri Kaymak, Ryan Barron, Ben Nebgen, Kim Ø. Rasmussen, Boian S. Alexandrov:
Robust Adversarial Defense by Tensor Factorization. ICMLA 2023: 308-315 - [i5]Manish Bhattarai, Mehmet Cagri Kaymak, Ryan Barron, Benjamin T. Nebgen, Kim Ø. Rasmussen, Boian S. Alexandrov:
Robust Adversarial Defense by Tensor Factorization. CoRR abs/2309.01077 (2023) - 2022
- [i4]Manish Bhattarai, Namita Kharat, Erik Skau, Benjamin T. Nebgen, Hristo N. Djidjev, Sanjay V. Rajopadhye, James P. Smith, Boian S. Alexandrov:
Distributed non-negative RESCAL with Automatic Model Selection for Exascale Data. CoRR abs/2202.09512 (2022) - 2020
- [i3]Justin S. Smith, Benjamin T. Nebgen, Nithin Mathew, Jie Chen, Nicholas Lubbers, Leonid Burakovsky, Sergei Tretiak, Hai Ah Nam, Timothy C. Germann, Saryu Fensin, Kipton Barros:
Automated discovery of a robust interatomic potential for aluminum. CoRR abs/2003.04934 (2020) - [i2]Benjamin T. Nebgen, Raviteja Vangara, Miguel Ángel Hombrados-Herrera, Svetlana Kuksova, Boian S. Alexandrov:
A Neural Network for Determination of Latent Dimensionality in Nonnegative Matrix Factorization. CoRR abs/2006.12402 (2020)
2010 – 2019
- 2018
- [i1]Justin S. Smith, Ben Nebgen, Nicholas Lubbers, Olexandr Isayev, Adrian E. Roitberg:
Less is more: sampling chemical space with active learning. CoRR abs/1801.09319 (2018)
Coauthor Index
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