most citedDeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning

4 citations · 9 across the 6 of their papers we have counts for

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cs.LG2020

Bayesian Optimization with a Prior for the Optimum

Artur Souza, Luigi Nardi, Leonardo B. Oliveira +3

While Bayesian Optimization (BO) is a very popular method for optimizing expensive black-box functions, it fails to leverage the experience of domain experts. This causes BO to was…

cs.LG2019★ 4 cited

DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning

Artur Souza, Leonardo B. Oliveira, Sabine Hollatz +5

Serial crystallography is the field of science that studies the structure and properties of crystals via diffraction patterns. In this paper, we introduce a new serial crystallogra…