Max Dreger
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View article: Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence Open
Polymer electrolyte fuel cells will be an essential technology of the emerging hydrogen economy. However, optimizing their cost and performance necessitates understanding of how different parameters affect their operation. This optimizatio…
View article: Large language models for knowledge graph extraction from tables in materials science
Large language models for knowledge graph extraction from tables in materials science Open
Large language models are promising tools for unifying scattered data, extracting information, and creating knowledge graphs.
View article: Novel Data Models for Inter-operable LCA Frameworks
Novel Data Models for Inter-operable LCA Frameworks Open
Life cycle assessment (LCA) plays a critical role in assessing the environmental impacts of a product, technology, or service throughout its entire life cycle. Nonetheless, many existing LCA tools and methods lack adequate metadata managem…
View article: Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations
Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations Open
The escalating adoption of high-throughput methods in applied materials science dramatically increases the amount of generated data, demandingthe deployment and use of sophisticated data-driven methods. To exploit the full potential of the…
View article: Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations
Synergizing ontologies and graph databases for highly flexible materials-to-device workflow representations Open
Journal of Materials Informatics (JMI) is an international peer-reviewed, open access journal. The journal provides a platform for presentation, publication, and exchange of materials informatics research, seeking to break down barriers am…