Stuart I. Campbell

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 9

Top Topics

Data Acquisition

Reinforcement Learning

High Throughput

Top Venues

Mach. Learn. Sci. Technol.

Publications

Chandima Fernando, Daniel Olds, Stuart I. Campbell, Phillip M. Maffettone
Facile Integration of Robots into Experimental Orchestration at Scientific User Facilities. ICRA (2024)
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, Jakub Wlodek, Daniel Olds
Self-driving Multimodal Studies at User Facilities. CoRR (2023)
Tatiana Konstantinova, Phillip M. Maffettone, Bruce Ravel, Stuart I. Campbell, Andi M. Barbour, Daniel Olds
Machine learning enabling high-throughput and remote operations at large-scale user facilities. CoRR (2022)
Phillip M. Maffettone, Joshua K. Lynch, Thomas A. Caswell, Clara E. Cook, Stuart I. Campbell, Daniel Olds
Gaming the beamlines - employing reinforcement learning to maximize scientific outcomes at large-scale user facilities. Mach. Learn. Sci. Technol. 2 (2) (2021)
Stuart I. Campbell, Daniel B. Allan, Andi M. Barbour, Daniel Olds, Maksim S. Rakitin, Reid Smith, Stuart B. Wilkins
Outlook for artificial intelligence and machine learning at the NSLS-II. Mach. Learn. Sci. Technol. 2 (1) (2021)
Daniel Olds, Daniel B. Allan, Thomas A. Caswell, Joshua K. Lynch, Phillip M. Maffettone, Stuart I. Campbell
Optimizing High- Throughput Capabilities by Leveraging Reinforcement Learning Methods with the Bluesky Suite. XLOOP@SC (2021)
Lucas Koerner, Thomas A. Caswell, Daniel B. Allan, Stuart I. Campbell
A Python Instrument Control and Data Acquisition Suite for Reproducible Research. IEEE Trans. Instrum. Meas. 69 (4) (2020)
Line Pouchard, Kerstin Kleese van Dam, Stuart I. Campbell
Experimental Data Curation at Large Instrument Facilities with Open Source Software. Int. J. Digit. Curation 14 (1) (2019)
Zhihua Dong, Yao-Lung L. Fang, Xiaojing Huang, Hanfei Yan, Sungsoo Ha, Wei Xu, Yong S. Chu, Stuart I. Campbell, Meifeng Lin
High-Performance Multi-Mode Ptychography Reconstruction on Distributed GPUs. CoRR (2018)
Galen M. Shipman, Stuart I. Campbell, David Dillow, Mathieu Doucet, Jim Kohl, Garrett E. Granroth, Ross G. Miller, Dale Stansberry, Thomas Proffen, Russel Taylor
Accelerating Data Acquisition, Reduction, and Analysis at the Spallation Neutron Source. eScience (2014)