Stuart I. Campbell

11 papers A* 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Self-supervised physics-informed generative networks for phase retrieval from a single X-ray hologram.
CoRR
Xiaogang Yang, Dawit Hailu, Vojtech Kulvait, Thomas Jentschke, Silja Flenner, Imke Greving, Stuart I. Campbell, Johannes Hagemann, Christian G. Schroer, Tak Ming Wong, Julian Moosmann
2024 A* conf
Facile Integration of Robots into Experimental Orchestration at Scientific User Facilities.
ICRA
Chandima Fernando, Daniel Olds, Stuart I. Campbell, Phillip M. Maffettone
2023 J jnl
Self-driving Multimodal Studies at User Facilities.
CoRR
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
2022 J jnl
Machine learning enabling high-throughput and remote operations at large-scale user facilities.
CoRR
Tatiana Konstantinova, Phillip M. Maffettone, Bruce Ravel, Stuart I. Campbell, Andi M. Barbour, Daniel Olds
2021 J jnl
Gaming the beamlines - employing reinforcement learning to maximize scientific outcomes at large-scale user facilities.
Mach. Learn. Sci. Technol.
Phillip M. Maffettone, Joshua K. Lynch, Thomas A. Caswell, Clara E. Cook, Stuart I. Campbell, Daniel Olds
2021 — conf
Optimizing High- Throughput Capabilities by Leveraging Reinforcement Learning Methods with the Bluesky Suite.
XLOOP@SC
Daniel Olds, Daniel B. Allan, Thomas A. Caswell, Joshua K. Lynch, Phillip M. Maffettone, Stuart I. Campbell
2021 J jnl
Outlook for artificial intelligence and machine learning at the NSLS-II.
Mach. Learn. Sci. Technol.
Stuart I. Campbell, Daniel B. Allan, Andi M. Barbour, Daniel Olds, Maksim S. Rakitin, Reid Smith, Stuart B. Wilkins
2020 J jnl
A Python Instrument Control and Data Acquisition Suite for Reproducible Research.
IEEE Trans. Instrum. Meas.
Lucas J. Koerner, Thomas A. Caswell, Daniel B. Allan, Stuart I. Campbell
2019 J jnl
Experimental Data Curation at Large Instrument Facilities with Open Source Software.
Int. J. Digit. Curation
Line Pouchard, Kerstin Kleese van Dam, Stuart I. Campbell
2018 J jnl
High-Performance Multi-Mode Ptychography Reconstruction on Distributed GPUs.
CoRR
Zhihua Dong, Yao-Lung L. Fang, Xiaojing Huang, Hanfei Yan, Sungsoo Ha, Wei Xu, Yong S. Chu, Stuart I. Campbell, Meifeng Lin
2014 — conf
Accelerating Data Acquisition, Reduction, and Analysis at the Spallation Neutron Source.
eScience
Galen M. Shipman, Stuart I. Campbell, David Dillow, Mathieu Doucet, Jim Kohl, Garrett E. Granroth, Ross G. Miller, Dale Stansberry, Thomas Proffen, Russel Taylor