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Cross-Facility Orchestration of Electrochemistry Experiments and Computations

Published: 12 November 2023 Publication History

Abstract

Instrument-computing ecosystems supporting automated electrochemical workflows typically require the integration of disparate instruments such as syringe pump, fraction collector, and potentiostat, all connected to an electrochemical cell. These specialized instruments with custom software and interfaces are not typically designed for network integration and remote automation. We developed a networked ecosystem of these instruments and computing platforms, which includes software to enable automated workflow orchestration from remote computers. Specifically, we developed Python wrappers of APIs and custom Pyro client-server modules to support remote operation of these instruments over the ecosystem network. Herein, we describe a specific workflow for generating and validating voltammogram (I-V) measurements of an electrolyte solution pumped into the electrochemical cell. We demonstrate the orchestration of this workflow which is composed using a Jupyter notebook and executed on a remote computer.

Supplemental Material

MP4 File - Conference recording of presentation
Recording of the paper "Cross-Facility Orchestration of Electrochemistry Experiments and Computations" presentation at the 5th Annual Workshop on Extreme-Scale Experiment-in-the-Loop Computing (XLOOP 2023)

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Cited By

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  • (2024)Autonomous Electrochemistry Platform with Real-Time Normality Testing of Voltammetry Measurements Using ML2024 IEEE 20th International Conference on e-Science (e-Science)10.1109/e-Science62913.2024.10678672(1-10)Online publication date: 16-Sep-2024
  • (2024)ARIM-mdx Data System: Towards a Nationwide Data Platform for Materials Science2024 IEEE International Conference on Big Data (BigData)10.1109/BigData62323.2024.10825674(2326-2333)Online publication date: 15-Dec-2024

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Published In

cover image ACM Other conferences
SC-W '23: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis
November 2023
2180 pages
ISBN:9798400707858
DOI:10.1145/3624062
This work is licensed under a Creative Commons Attribution International 4.0 License.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 12 November 2023

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Author Tags

  1. autonomous chemistry
  2. cyclic voltammetry.
  3. electrochemical workflow
  4. instrument-computing ecosystem
  5. science workflow

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View all
  • (2024)Autonomous Electrochemistry Platform with Real-Time Normality Testing of Voltammetry Measurements Using ML2024 IEEE 20th International Conference on e-Science (e-Science)10.1109/e-Science62913.2024.10678672(1-10)Online publication date: 16-Sep-2024
  • (2024)ARIM-mdx Data System: Towards a Nationwide Data Platform for Materials Science2024 IEEE International Conference on Big Data (BigData)10.1109/BigData62323.2024.10825674(2326-2333)Online publication date: 15-Dec-2024

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