Optimizing High- Throughput Capabilities by Leveraging Reinforcement Learning Methods with the Bluesky Suite. - Daniel Olds; Daniel B. Allan; Thomas A. Caswell; Joshua K. Lynch; Phillip M. Maffettone; Stuart I. Campbell (XLOOP@SC, 2021)

Constrained non-negative matrix factorization enabling real-time insights of in situ and high-throughput experiments. - Phillip M. Maffettone; Aidan C. Daly; Daniel Olds (CoRR, 2021)

Outlook for artificial intelligence and machine learning at the NSLS-II. - Stuart I. Campbell; Daniel B. Allan; Andi M. Barbour; Daniel Olds; Maksim S. Rakitin; Reid Smith; Stuart B. Wilkins (Mach. Learn. Sci. Technol., 2021)

Gaming the beamlines - employing reinforcement learning to maximize scientific outcomes at large-scale user facilities. - Phillip M. Maffettone; Joshua K. Lynch; Thomas A. Caswell; Clara E. Cook; Stuart I. Campbell; Daniel Olds (Mach. Learn. Sci. Technol., 2021)

Crystallography companion agent for high-throughput materials discovery. - Phillip M. Maffettone; Lars Banko; Peng Cui; Yury Lysogorskiy; Marc A. Little; Daniel Olds; Alfred Ludwig; Andrew I. Cooper (Nat. Comput. Sci., 2021)

Machine learning enabling high-throughput and remote operations at large-scale user facilities. - Tatiana Konstantinova; Phillip M. Maffettone; Bruce Ravel; Stuart I. Campbell; Andi M. Barbour; Daniel Olds (CoRR, 2022)

Self-driving Multimodal Studies at User Facilities. - Phillip M. Maffettone; Daniel B. Allan; Stuart I. Campbell; Matthew R. Carbone; Thomas A. Caswell; Brian L. DeCost; Dmitri Gavrilov; Marcus D. Hanwell; Howie Joress; Joshua K. Lynch; Bruce Ravel; Stuart B. Wilkins; et al. (CoRR, 2023)

Facile Integration of Robots into Experimental Orchestration at Scientific User Facilities. - Chandima Fernando; Daniel Olds; Stuart I. Campbell; Phillip M. Maffettone (ICRA, 2024)

Large language models for whole-learner support: opportunities and challenges. - Amogh Mannekote; Adam Davies; Juan D. Pinto; Shan Zhang; Daniel Olds; Noah L. Schroeder; Blair Lehman; Diego Zapata-Rivera; Chengxiang Zhai (Frontiers Artif. Intell., 2024)

Economic value of HPC experience for new STEM professionals: Insights from STEM hiring managers. - Winona Snapp-Childs; Claudia M. Costa; Daniel Olds; Addison Snell; Julie A. Wernert; Craig A. Stewart (Frontiers Res. Metrics Anal., 2024)