Phillip M. Maffettone

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Mass Spectrometry Data

Systems Biology

High Throughput

Top Venues

Mach. Learn. Sci. Technol.

Nat. Comput. Sci.

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)
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)
Phillip M. Maffettone, Lars Banko, Peng Cui, Yury Lysogorskiy, Marc A. Little, Daniel Olds, Alfred Ludwig, Andrew I. Cooper
Crystallography companion agent for high-throughput materials discovery. Nat. Comput. Sci. 1 (4) (2021)
Phillip M. Maffettone, Aidan C. Daly, Daniel Olds
and high-throughput experiments. CoRR (2021)