103 citations · 132 across the 6 of their papers we have counts for
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stat.ML2018★ 6 cited
Adaptive Gaussian process surrogates for Bayesian inference
Timur Takhtaganov, Juliane Müller
We present an adaptive approach to the construction of Gaussian process surrogates for Bayesian inference with expensive-to-evaluate forward models. Our method relies on the fully…
physics.comp-ph2018
An Efficient Algorithm for Automatic Structure Optimization in X-ray Standing-Wave Experiments
Osman Karslıoğlu, Mathias Gehlmann, Juliane Müller +5
X-ray standing-wave photoemission experiments involving multilayered samples are emerging as unique probes of the buried interfaces that are ubiquitous in current device and materi…