872 citations · 1.1k across the 13 of their papers we have counts for
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cs.LG2020
A Neural Network for Determination of Latent Dimensionality in Nonnegative Matrix Factorization
Benjamin T. Nebgen, Raviteja Vangara, Miguel A. Hombrados-Herrera +2
Non-negative Matrix Factorization (NMF) has proven to be a powerful unsupervised learning method for uncovering hidden features in complex and noisy data sets with applications in…
cond-mat.mtrl-sci2020★ 98 cited
Automated discovery of a robust interatomic potential for aluminum
Justin S. Smith, Benjamin Nebgen, Nithin Mathew +8
Accuracy of molecular dynamics simulations depends crucially on the interatomic potential used to generate forces. The gold standard would be first-principles quantum mechanics (QM…