Active learning in open experimental environments: selecting the right information channel(s) based on predictability in deep kernel learning

18 March 2022

Papers citing "Active learning in open experimental environments: selecting the right information channel(s) based on predictability in deep kernel learning"

4 / 4 papers shown

Title
SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions Arpan Biswas Rama Vasudevan Rohit Pant Ichiro Takeuchi Hiroshi Funakubo Yongtao Liu 29 0 0 18 Sep 2024
Building Workflows for Interactive Human in the Loop Automated Experiment (hAE) in STEM-EELS Utkarsh Pratiush Kevin M. Roccapriore Yongtao Liu Gerd Duscher M. Ziatdinov Sergei V. Kalinin 16 3 0 10 Apr 2024
A dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments Arpan Biswas Yongtao Liu Nicole Creange Yu-Chen Liu S. Jesse Jan-Chi Yang Sergei V. Kalinin M. Ziatdinov Rama K Vasudevan 24 5 0 05 Apr 2023
Deep Kernel Methods Learn Better: From Cards to Process Optimization Mani Valleti Rama K Vasudevan M. Ziatdinov Sergei V. Kalinin BDL 19 7 0 25 Mar 2023