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; Stephen Jesse; Jan-Chi Yang; Sergei V. Kalinin; Maxim A. Ziatdinov; Rama K. Vasudevan (CoRR, 2023)

Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation. - Yu Liu; Utkarsh Pratiush; Jason Bemis; Roger Proksch; Reece Emery; Philip D. Rack; Yu-Chen Liu; Jan-Chi Yang; Stanislav Udovenko; Susan Trolier-McKinstry; Sergei V. Kalinin (CoRR, 2024)

Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy. - Yu Liu; RogerProksch; Jason Bemis; Utkarsh Pratiush; Astita Dubey; Mahshid Ahmadi; Reece Emery; Philip D. Rack; Yu-Chen Liu; Jan-Chi Yang; Sergei V. Kalinin (CoRR, 2024)

Curiosity Driven Exploration to Optimize Structure-Property Learning in Microscopy. - Aditya Vatsavai; Ganesh Narasimha; Yongtao Liu; Jan-Chi Yang; Hiroshi Funakubo; Maxim A. Ziatdinov; Rama K. Vasudevan (CoRR, 2025)