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ORCIDStuart I. Campbell
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- affiliation: Brookhaven National Laboratory, Upton, NY, USA
- affiliation: Oak Ridge National Laboratory, TN, USA
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Journal Articles
- 2021
[j4]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): 13001 (2021)- [j3]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): 25025 (2021) - 2020
- [j2]Lucas J. 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): 1698-1707 (2020) - 2019
- [j1]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): 114-125 (2019)
Conference and Workshop Papers
- 2024
- [c3]Chandima Fernando, Daniel Olds, Stuart I. Campbell, Phillip M. Maffettone:
Facile Integration of Robots into Experimental Orchestration at Scientific User Facilities. ICRA 2024: 9578-9584 - 2021
- [c2]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: 36-42 - 2014
- [c1]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: 223-230
Informal and Other Publications
- 2023
- [i3]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 abs/2301.09177 (2023) - 2022
- [i2]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 abs/2201.03550 (2022) - 2018
- [i1]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 abs/1808.10375 (2018)
Coauthor Index
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