Abstract
Reaction Rover is a software application designed to enable reaction optimization with little or no human intervention and to provide a flexible platform to facilitate rapid testing, automation, and implementation of new reaction optimization algorithms. Toward these goals, Reaction Rover is designed to be modular, allowing the optimization algorithm, analyzer, and reactor components to be changed for any given process using easily integrated plugins. The Reaction Rover platform is a key development that enables the testing, use, and automation of machine learning (ML) and non-ML optimizers in a variety of laboratory situations.
- Developers:
- Release Date:
- 2022-02-04
- Project Type:
- Open Source, Publicly Available Repository
- Software Type:
- Scientific
- Programming Languages:
-
LabVIEW
Python
- Licenses:
-
Other (Commercial or Open-Source): https://github.com/RxnRover/RxnRover/blob/master/LICENSE
- Sponsoring Org.:
-
USDOEPrimary Award/Contract Number:AC02-07CH11358
- Code ID:
- 70555
- Research Org.:
- Ames Laboratory (AMES), Ames, IA (United States)
- Country of Origin:
- United States
Citation Formats
Windus, Theresa, and Baseman, Kevin.
Reaction Rover.
Computer Software.
https://github.com/RxnRover/RxnRover.
USDOE.
04 Feb. 2022.
Web.
doi:10.11578/dc.20220310.1.
Windus, Theresa, & Baseman, Kevin.
(2022, February 04).
Reaction Rover.
[Computer software].
https://github.com/RxnRover/RxnRover.
https://doi.org/10.11578/dc.20220310.1.
Windus, Theresa, and Baseman, Kevin.
"Reaction Rover." Computer software.
February 04, 2022.
https://github.com/RxnRover/RxnRover.
https://doi.org/10.11578/dc.20220310.1.
@misc{
doecode_70555,
title = {Reaction Rover},
author = {Windus, Theresa and Baseman, Kevin},
abstractNote = {Reaction Rover is a software application designed to enable reaction optimization with little or no human intervention and to provide a flexible platform to facilitate rapid testing, automation, and implementation of new reaction optimization algorithms. Toward these goals, Reaction Rover is designed to be modular, allowing the optimization algorithm, analyzer, and reactor components to be changed for any given process using easily integrated plugins. The Reaction Rover platform is a key development that enables the testing, use, and automation of machine learning (ML) and non-ML optimizers in a variety of laboratory situations.},
doi = {10.11578/dc.20220310.1},
url = {https://doi.org/10.11578/dc.20220310.1},
howpublished = {[Computer Software] \url{https://doi.org/10.11578/dc.20220310.1}},
year = {2022},
month = {feb}
}