BRINE: a cost-effective electrochemical self-driving laboratory for accelerated discovery of high-performance electrolytes
BRINE, an electrochemical self-driving lab, autonomously prepares and measures multicomponent electrolytes, guided by Bayesian optimization, completing >230 electrochemical experiments in <20 h and identifying high-conductivity mixtures.
Authors
- Poulomi Nandi (ORCID: https://orcid.org/0009-0008-7948-1754)
- Mohamadreza Ramezani (ORCID: https://orcid.org/0009-0006-7424-0914)
- Majid Beidaghi (ORCID: https://orcid.org/0000-0002-3150-9024)
- Pablo Antonio De La Fuente-Moreno
Institutions
- University of Arizona (US)
Publication Details
- Journal
- Digital Discovery
- Published
- 2025-12-09
- DOI
- https://doi.org/10.1039/d5dd00353a
- Citations
- 1
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 0.52
Funders
- National Science Foundation