Projects per year
Abstract
The need for good research data management (RDM) practices is becoming more recognized as a critical part of research. This may be attributed to the 5V challenge in big data: volume, variety, velocity, veracity, and value. The materials science community is no exception to these challenges as it heralds its new paradigm of data-driven science, which uses artificial intelligence to accelerate materials discovery but requires massive datasets to perform effectively. Hence, there are efforts to standardize, curate, preserve, and disseminate these data in a way that is findable, accessible, interoperable, and reusable (FAIR). To understand the current state of data-driven materials science and learn about the challenges faced with RDM, we gather user stories of researchers from small- and large-scale projects. This enables us to provide relevant recommendations within the data-driven research life cycle to develop and/or procure an effective RDM system following the FAIR guiding principles.
Original language | English |
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Pages (from-to) | 3614-3642 |
Number of pages | 29 |
Journal | Matter |
Volume | 5 |
Issue number | 11 |
DOIs | |
Publication status | Published - 2 Nov 2022 |
Keywords
- FAIR guiding principles
- MAP5: Improvement
- batteries
- data-driven research
- materials science
- perovskite crystal structure
- photovoltaic devices
- research data management
Fingerprint
Dive into the research topics of 'Accelerating the adoption of research data management strategies'. Together they form a unique fingerprint.Projects
- 2 Finished
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HBKU-OVPR-TG-01-9: An Artificial Intelligence Platform for Accelerating Materials Discovery (AIPAM)
El-Mellouhi, F. (Lead Principal Investigator), samir, B. B. (Principal Investigator), Ziaullah, A. W. (Research Assistant), Mohammadi, K. (Graduate Student) & Shakeel, M. B. (Graduate Student)
1/06/21 → 30/11/23
Project: Experimental Development/Translation Research
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EX-QNRF-NPRPS-28: Multiscale corrosion Modelling for the Oil & Gas Industry
Bensmail, H. (Principal Investigator), El-Mellouhi, F. (Lead Principal Investigator), Lingampalli, S. (Undergraduate Student), Shakeel, M. B. (Graduate Student), available, N. (Graduate Student), Ramesh, D. A. (Principal Investigator), Laycock, D. N. (Consultant), Shenai, D. P. M. (Principal Investigator), Valliappan, M. V. (Principal Investigator), Thyagarajan, M. A. (Principal Investigator), Nicolosi, P. V. (Principal Investigator), Fellow-2, P. D. (Post Doctoral Fellow), Bouhali, P. O. (Principal Investigator) & Bentria, E. T. (Post Doctoral Fellow)
15/03/20 → 15/07/24
Project: Experimental Development/Translation Research