activity
20172026
most citedOn-the-fly Closed-loop Autonomous Materials Discovery via Bayesian Active Learning

549 citations · 2.2k across the 23 of their papers we have counts for

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stat.ML2019

Designing over uncertain outcomes with stochastic sampling Bayesian optimization

Peter D. Tonner, Daniel V. Samarov, A. Gilad Kusne

Optimization is becoming increasingly common in scientific and engineering domains. Oftentimes, these problems involve various levels of stochasticity or uncertainty in generating…