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Data‐Driven Innovation in Metal‐Organic Frameworks Photocatalysis: Bridging Gaps for CO2 Capture and Conversion with FAIR Principles

Bizzarri, Claudia 1; Tsotsalas, Manuel ORCID iD icon 2
1 Institut für Organische Chemie (IOC), Karlsruher Institut für Technologie (KIT)
2 Institut für Funktionelle Grenzflächen (IFG), Karlsruher Institut für Technologie (KIT)

Abstract:

Metal-organic frameworks (MOFs) have emerged as key materials for carbon capture and conversion, particularly in photocatalytic CO2 reduction. However, inconsistent reporting of essential parameters in the literature hinders informed decisions about material selection and optimization. This perspective highlights the need for a user-friendly, centralized database supported by automated data extraction using natural language processing tools to streamline comparisons of MOF materials. By consolidating crucial data from scientific literature, such a database promotes efficient decision-making in material selection for CO2 capture and utilization. Emphasizing the significance of open-source initiatives and the principles of FAIR data—ensuring data are Findable, Accessible, Interoperable, and Reusable—a collaborative approach to data management and sharing is advocated for. Making the database-accessible worldwide enhances data quality and reliability, fostering innovation and progress in CO2 capture and conversion using MOF materials. Additionally, such databases are valuable in creating artificial intelligence tools to assist researchers in the discovery and synthesis of MOF materials for CO2 capture and conversion.

Zugehörige Institution(en) am KIT Institut für Funktionelle Grenzflächen (IFG)
Institut für Organische Chemie (IOC)
Publikationstyp Zeitschriftenaufsatz
Publikationsjahr 2024
Sprache Englisch
Identifikator ISSN: 2699-9412
KITopen-ID: 1000178506
HGF-Programm 43.33.11 (POF IV, LK 01) Adaptive and Bioinstructive Materials Systems
Erschienen in Advanced Energy and Sustainability Research
Verlag Wiley-VCH Verlag
Seiten Art.-Nr.: 2400325
Vorab online veröffentlicht am 30.12.2024
Nachgewiesen in Scopus
Dimensions

Verlagsausgabe §
DOI: 10.5445/IR/1000178506
Veröffentlicht am 28.01.2025
Seitenaufrufe: 12
seit 29.01.2025
Downloads: 7
seit 29.01.2025
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