Measurements with noise: Bayesian optimization for co-optimizing noise and property discovery in automated experiments
Boris N. Slautin, Yu Liu, J. Dec, Vladimir V. Shvartsman, Doru Constantin Lupascu, Maxim A Ziatdinov, Sergei V. Kalinin · Digital Discovery · 2025
The proposed workflow integrates intra-step optimization into automated experiments, optimizing both the target property and measurement duration to enhance efficiency by balancing knowledge acquisition and experimental costs.