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Holistic View on Materials Development: Water Electrolysis as a Case Study.

Sebastian KlemenzAndreas StegmüllerSonghak YoonClaudia FelserHarun TüysüzAnke Weidenkaff
Published in: Angewandte Chemie (International ed. in English) (2021)
In view of rising ecological awareness, materials development is primarily aimed at improving the performance and efficiency of innovative and more elaborate materials. However, a materials performance figure of merit should include essential aspects of materials: environmental impact, economic constraints, technical feasibility, etc. Thus, we promote the inclusion of sustainability criteria already during the materials design process. With such a holistic design approach, new products may be more likely to meet the circular economy requirements than when traditional development strategies are pursued. Using catalysts for water electrolysis as an example, we present a modelling method based on experimental data to holistically evaluate processes.
Keyphrases
  • machine learning
  • big data
  • data analysis