Digital Discovery • Vol 4 • No 4
Measurements with noise: Bayesian optimization for co-optimizing noise and property discovery in automated experiments
January 2025 • Boris N. Slautin, Yu Liu, J. Dec, Vladimir V. Shvartsman, Doru C. Lupascu, Maxim Ziatdinov, Sergei V. Kalinin
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.